bijou eval report

generated: 2026-08-06T05:49:16+00:00
data: /home/ubuntu/datasets/mcobzarenco/community_curated_v0
selection: 878 datasets, 4301 episodes, 2082640 frames (103 dropped)
samples: 4301 frames, seed 0
episodes: holdout (holdout fraction 0.1, split seed 0)
checkpoint: /home/ubuntu/boxsync/outputs/fontaine_arb_rcond_40k_1xh100/step_040000
smolvla: -
sampler: heun-10
target time: t (standard)
noise key: index
state: MASKED to dataset mean (state-reliance probe)
fps filter: [30.0]
camera-count filter: [1, 2]
generate: (fast path)
sample plan: plans/holdout_curated_v0_k4l2_stateprobe_q4.json (plan seed 0, 4301 core + 0 labeled frames; headline metrics = core panel only)

Chunk metrics (raw action units, pad-masked)

policychunk_maep50p90first_maechunk_msems/frame
state-copy12.36510.00926.2612.432582.10
state-copy-norm12.47410.08326.6152.411591.90
bijou@40000_state-masked24.63922.24242.25423.8151465.6117
bijou@40000_state-masked+fields24.52821.95742.28024.0461460.5153

Paired comparisons

policyvsmean_delta_maedelta_p50win_rate
state-copy-normstate-copy+0.109+0.12238%
bijou@40000_state-maskedstate-copy+12.274+9.66623%
bijou@40000_state-masked+fieldsstate-copy+12.163+9.41923%
bijou@40000_state-masked+fieldsbijou@40000_state-masked-0.112-0.02351%

Q2: chunk MAE by TRUE outcome label

policysuccess (n=3179)partial (n=699)failure (n=146)unlabeled (n=277)
state-copy12.54111.99211.04611.976
state-copy-norm12.67912.01710.98412.062
bijou@40000_state-masked25.26822.60723.91322.934
bijou@40000_state-masked+fields25.27022.21023.14522.581

Conditioning & aux diagnostics

metricvaluen
Q3 condition sensitivity (mean |Δ|, outcome→success)2.8622845
holding accuracy vs weak labels (narrated pass)0.893112
progress MAE vs weak labels (narrated pass)0.132112
event presence accuracy vs weak labels (narrated pass)0.830112
visibility slot-set accuracy vs weak labels (narrated pass)0.148108

Per-motor chunk MAE

policymain_shoulder_panmain_shoulder_liftmain_elbow_flexmain_wrist_flexmain_wrist_rollmain_gripper
state-copy7.6420.3618.2111.228.408.35
state-copy-norm7.6320.8217.7611.268.418.96
bijou@40000_state-masked15.3642.5439.3220.0118.4512.16
bijou@40000_state-masked+fields15.0742.4339.2819.9418.3412.11
Per-dataset chunk MAE (878 datasets; sorted by bijou@40000_state-masked MAE, worst first; rows with few frames are noise-dominated)
datasetframesstate-copystate-copy-normbijou@40000_state-maskedbijou@40000_state-masked+fields
willnorris/bbox-24121.532122.924264.975267.478
kantine/flip_A5111.14710.99060.69761.105
DorayakiLin/so100_stack_cube11.0201.44955.73852.579
kantine/flip_A313.3804.68154.88755.069
tlf123/act_test10.6840.70054.59055.265
psg777/blacktape1016.0966.10354.00758.156
samsam0510/mj_data_temp121.18521.74752.85247.535
shuohsuan/grasp_data_140_14910.5810.97852.77848.583
imsyed00/so100_banana_pickplace_162.0882.25652.33852.275
joooonhocho/so100_test_212.9501.22249.91851.472
francescocrivelli/orange_feeding33.9374.09048.80548.899
kivod/so100_cam253.1173.48448.79149.725
Ayush-Sharan-1/c-4g_tC-T_fC-T_d-280525_v-224.1584.24347.17145.943
mikechambers/block_cup_1457.2146.92246.91546.754
liuhuanjim013/so100_th713.39213.41346.07646.733
pranavsaroha/so100_carrot_348.5539.07245.76542.400
bjb7/so101_pen_mug_10_1418.7848.65745.64945.591
kyomangold/so100_ttt_C2112.09812.87145.43746.054
shuohsuan/grasp_data_250_25910.7011.13345.28443.768
Haribot099/Shape_Place10.3660.49045.22547.334
bjb7/so101_pen_mug_10_816.7386.71345.19123.612
rfruit/so100_building_house_312.8613.07244.91647.764
bjb7/so101_pen_mug_10_10117.34817.34544.88040.084
Mohamedal/put_plum_bowl_dis_test2419.23120.30844.59139.490
shuohsuan/grasp_data_070_07910.5730.82544.52245.181
shuohsuan/grasp_data_130_13910.6601.20744.51844.248
juni3227/so100_test_cap02_sideway614.38914.72644.29241.831
shuohsuan/grasp_data_260_26910.8341.46944.22344.779
psg777/greencube12.3492.09944.21144.435
paszea/so100_whale_4617.68018.35043.82641.481
sihyun77/mond_131.9031.57843.78043.483
paszea/so100_lego57.9108.42643.61243.155
shuohsuan/grasp_data_220_22910.7151.07543.60043.709
yuz1wan/so100_pp_pink110.60410.75743.44644.748
kevin510/lerobot-cat-toy-placement445.08845.57643.38449.256
s20000s/soarm100_data1217.37018.22343.23443.168
kyomangold/so100_ttt_A3122.48722.97443.23244.617
DorayakiLin/so100_pick_cube_in_box54.0604.39842.97543.241
kyomangold/so100_ttt_B1111.82311.71442.94043.223
shuohsuan/grasp_data_300_30910.7191.27742.93842.733
bjb7/so101_pen_mug_10_4119.06419.23642.87242.740
roboticshack/team9-pick_chicken_place_plate712.21812.40242.86042.270
XXRRSSRR/so100_v3_num_episodes_50522.67723.35242.44542.560
kantine/industrial_robothon_buttons_expert28.2478.53742.43937.636
sid003/something218.3468.42742.39843.841
Gano007/so100_medic512.63612.90242.35743.626
DorayakiLin/so100_pick_charger_on_tissue52.4472.90342.34340.683
paszea/so100_whale_342.3352.53042.29741.794
0x00raghu/toffee_to_hand_122.2071.53042.15341.518
bjb7/so101_pen_mug_10_513.0693.06742.10634.454
liuhuanjim013/so100_block1514.71114.90441.81439.785
cyoung96/so100_test410.00210.14541.76540.928
AaronNewman/screwdriver_task_batch113.1273.20741.47341.361
francescocrivelli/carrot_eating62.0752.13141.25641.463
Ryosei2/0704_bontan3131.33131.92541.23241.380
psg777/greencube212.0081.48741.13242.047
sihyun77/suho_so10056.3276.09841.06341.164
bjb7/so101_pen_mug_10_7136.78536.87041.05842.010
Dangvi/soarm100_data1219.60320.81441.02841.430
dragon-95/so100_sorting_2228.0528.11040.90240.906
ricky0526/so101_pick_toy_to_plate_v254.9464.92940.83231.047
Dangvi/so100_dataset217.42218.15540.73839.301
Gano007/so100_doliprane510.56310.78940.63640.299
shuohsuan/grasp_data_470_47911.4641.96840.36941.999
dongseon/so100_06280211.8671.59040.24941.225
Haribot099/so101_6067.7667.88440.22040.447
kantine/flip_A1121.56431.46639.81739.296
Ayush-Sharan-1/c-4g_tC-T_fC-T_d-280525_v-1114.01414.09239.77143.949
jlesein/TestCube1511.76312.26739.64138.709
maitereo/so100_bag_placement_2025042652.0592.26339.61939.796
pranavsaroha/so100_carrot_426.7507.37639.55338.151
love3165303/so100_pick_all_lego22.0752.46339.53540.524
Congying1112/so100_place_blue_bottle_with_two_cameras17.3638.83139.41839.769
0x00raghu/toffee_to_hand_222.8172.64639.40439.607
nduque/robustness_e9_3_dp55.7185.41839.07039.894
Congying1112/so100_place_blue_bottle_with_single_camera15.9345.79738.99440.758
bjb7/so101_pen_mug_10_113.3263.21538.92836.440
carpit680/giraffe_sock_demo_1618.49818.55238.78037.409
AaronNewman/screwdriver_task_batch3119.34519.92638.62339.861
kantine/kapla_tower_2_expert25.1215.23538.38736.619
Mohamedal/so100_put_plum_bowl_new_data512.45712.87738.31137.742
doujiangwang/task1_10epi_100000step14.2714.43538.29437.766
joaoocruz00/so100_makeitD158.7678.63938.13639.784
pengjunkun/so100_push_to_hole516.80116.77738.04938.113
yuz1wan/so100_pickplace_0223_3210.90610.37737.99536.655
Mohamedal/put_plum_bowl_dis32.5113.30937.90738.997
Bartm3/dice4119.2729.44737.78739.329
Tear4Pixelation/yellow-brick213.6403.65937.74837.249
LeRobot-worldwide-hackathon/292-AlorsCent-cube_and_arc_put_into_respective_shaped_holes910.40210.10137.72236.647
JimmyPeng02/so100_test_645.9015.72837.65238.444
AndrejOrsula/lerobot_double_ball_stacking_random420.13020.68437.63528.444
sihyun77/sihyun_3_17_5324.59825.00137.61238.210
Jeevesh2009/so101_new_test63.2163.45337.42637.125
ethanCSL/demo_test316.22516.64137.20036.067
ThomasGossard/grab_box_h2211.90712.09137.16333.704
yuz1wan/so100_pickplace39.4399.92737.11337.996
kantine/piling_glasses221.00920.93937.05235.772
Ashton3/lerobot-aloha26.2266.32736.97838.388
SeanLMH/so100_picknplace1017.18917.37036.94736.298
erlingling/so101_62327.2656.71836.91132.897
sihyun77/suho_angel57.8257.58236.78040.941
hegdearyandev/so100_eraser_cup_v166.7297.10936.67833.992
shuohsuan/grasp_data_270_27911.0001.69336.67438.300
bjb7/so101_pen_mug_10_1115.7495.86136.67039.204
shuohsuan/grasp_data_tg_1010.2600.77936.64338.587
jiajun001/eraser00_236.3436.45636.18136.319
ricky0526/so101_pick_toy_to_plate_v3810.64111.00736.14937.243
rohanc007/record-test414.5994.45536.13143.516
danielkorth/green-marker10.4170.48036.13037.065
Aoxi29/cookie_v228.2127.99136.10333.862
shin1107/koch_new1515.90716.14836.07737.246
kantine/domotic_dishTidyUp_expert27.1477.40236.03039.458
s20000s/soarm100_data2813.03813.65435.97836.919
ruanwz/so101_test57.2366.74435.94235.300
ZGGZZG/so100_drop030.5880.62635.82736.598
Congying1112/so100_place_blue_bottle_with_two_cameras2110.68811.51935.81635.452
sshh11/so100_orange_50ep_1525.08225.15735.80836.923
Loki0929/so100_1001011.44611.71435.73534.900
Cornito/so101_chess17194.7494.76035.61035.468
kantine/industrial_robothon_hatchAndProbe_expert10.2760.20635.55265.795
Ryosei2/0704_bontan1121.56122.03735.45529.888
roboticshack/team9-pick_cube_place_static_plate423.57124.16935.40535.789
Mohamedal/put_banana33.0483.50535.37035.911
abokinala/sputnik_100_55_kitchen_tasks27.8608.12335.29434.383
jonhpark/so101_pick_place56.4366.30135.26235.498
abokinala/sputnik_100_11_pick_place_container222.07822.16935.22535.179
pranavsaroha/so100_carrot_1419.80120.06135.17735.684
pranavsaroha/so100_onelego239.72810.55835.13732.853
aractingi/push_green_cube_hf29.8509.91634.97633.915
Haresh55/record-test-511.3422.04034.94435.931
shuohsuan/grasp_data_380_38911.5071.94434.78435.684
LeRobot-worldwide-hackathon/164-great-akihabara-plate-inst59.8489.84034.63235.815
cjlqwe/so100_71_10035.3285.03634.52035.078
pranavsaroha/so100_squishy100514.46115.27434.51535.113
ganker5/so100_color_0328512.32112.29334.46132.357
MostafaOthman/pickplace_sweetsjp_straw133.11733.30334.38141.110
Ayush-Sharan-1/c-4g_tC-T_fC-T_d-290525_v-127.6077.60634.29533.174
sihyun77/sihyun_3_17_1218.54318.43134.21332.940
Gano007/so100_second53.1983.42934.00933.122
abokinala/sputnik_100_58_kitchen_tasks22.2782.14633.96933.531
masato-ka/so100_nlact_block_instruct_v397.9617.67933.95834.122
HITHY/so100_strawberry1425.39225.78433.91433.628
bjb7/so101_pen_mug_10_1212.4672.82633.90835.396
shuohsuan/grasp_data_200_209112.82913.45233.81332.076
Matlef/test336.6787.03533.75732.593
danaaubakirova/so100_v2_task_134.1214.56633.75134.268
bap13/so101_test57.7677.65533.68731.396
shuohsuan/grasp_data_320_32918.3188.18633.58530.645
Mohamedal/put_peach_bowl_dis_test2412.25513.50433.56332.297
Mohamedal/put_peach_bowl_dis316.01917.39633.52432.824
nduque/robustness_e9_31310.70910.56833.50433.206
bjb7/so101_pen_mug_10_2120.10420.24233.41141.591
jmrog/so100_sweet_pick57.0956.93433.40135.067
pietroom/holdthis911.09610.78233.38333.316
hoon-shin/so100_basketball511.90712.90533.19829.681
ad330/so100_box_pickPlace518.51318.87833.15933.049
kantine/kapla_tower_3_expert312.76012.76433.09432.414
Mohamedal/put_cube_bowl511.57712.08833.06032.092
shin1107/koch_new21616.54117.09433.00436.755
taiobot/so101_test8328.51628.90132.99630.604
Dongkkka/red_pen_pick_and_place2215.27815.13632.95732.466
abokinala/sputnik_100_60_kitchen_tasks24.8244.37032.90932.101
kevin-nd/so100_test_227.2526.39432.63632.744
AntoineA/so100_green_cube_black_circle23.9994.31632.47732.612
lirislab/unfold_bottom_right317.61417.60332.39823.261
Ayush-Sharan-1/placeCoinOnGrid_v0127.1587.14332.37235.413
0x00raghu/toffee_blue24.1493.97732.30131.571
gerotropic/so101_pnp52.0852.11032.27132.615
abokinala/sputnik_100_14_pick_place_container213.06913.39332.20531.766
kantine/industrial_robothon_buttons_anomaly11.8192.01532.16030.737
tlf123/act_test126.0545.94132.15531.862
sixpigs1/so100_pick_cube_in_box109.6129.72832.10932.468
kantine/domotic_dishTidyUp_anomaly26.4756.75832.07933.327
jlesein/TestBoulon74019.46519.54832.04631.601
aidinism/arm-record-1418.11010.18331.96313.720
badwolf256/so100_twin_cam_duck_v324.5234.88631.96032.883
Ryosei2/0704_donut3118.24918.50031.92921.197
Waykzen/raju2616.95517.84231.89227.314
psg777/redtape239.3629.05431.84532.041
sergiov2000/test_yellow_50_episodes55.5645.60631.83031.352
bnarin/so100_tic_tac_toe_move_2_114.9963.67131.75433.164
pranavsaroha/so100_carrot_5616.28117.11631.72330.309
weiye11/so100_423_pick109.3499.49131.66330.831
Ryosei2/0704_bontan616.8556.77831.65125.083
Ayush-Sharan-1/config-4grid_topCam-T_frontCam-T_d-160525_v-1410.0209.97531.58530.064
liyitenga/so100_pick_taffy4215.78119.46631.58432.484
AnttAI/record-test346.9226.97431.54429.198
sihyun77/suho_main_2522.44522.63631.53630.878
shuohsuan/grasp_data_090_09910.6181.14431.36130.991
cjlqwe/so100_51_7021.2041.03331.31931.896
shuohsuan/grasp_data_030_03912.3642.18931.29934.899
isadev/bougies187.6107.39931.29529.242
samsitol/so101_cube104.8504.91431.27332.068
gxy1111/so100_soft237.0716.95731.25632.073
ZGGZZG/so100_drop136.6326.98231.25028.308
ganker5/so100_action_2025040322.9003.05631.18431.145
HITHY/so100_peach31023.42524.00031.16230.305
pierfabre/pig2515.01914.85631.11626.828
shuohsuan/grasp_data_280_289112.01612.70830.98730.831
kyomangold/so100_ttt_A3_v2320.28520.21130.85033.213
zaringleb/so100_cube_2217.86719.47630.84330.248
sixpigs1/so100_pull_cube_by_tool_error1620.72021.05030.81127.856
phehjingjie/tengah-duck216.59616.98830.62631.922
gribok201/150episodes6105.9676.08230.56630.843
shuohsuan/grasp_data_440_44915.7746.31730.53830.513
shreyasgite/so100_base_env2512.58712.87130.52430.918
psg777/newone215.0054.30130.48030.057
Dongkkka/blue_pen_pick_and_place18.8718.45030.45328.907
minahilraza/picknplace-papercup10.3100.28030.39933.913
Dongkkka/blue_pen_pick_and_place2111.21910.13730.34730.560
ricky0526/so101_pick_toy_to_plate_v487.8288.03530.29429.746
lt-s/so100_train_move_blue_block_tray_to_blue_dish216.78216.98530.28330.534
Mohamedal/so100_test_peach_ddata519.09119.88330.24730.989
yangfengzzz/yellow_block_grasp_vary1011.45311.49230.24029.741
DimiSch/so100_50ep_253.4383.57530.19530.054
HITHY/so100_peach122.8752.57730.15028.311
kantine/domotic_setTheTable_anomaly212.85313.04630.10631.198
bjb7/so101_pen_touch_test_21019.28820.72830.08530.880
samsam0510/tape_insert_21014.31214.54030.06228.981
sid003/ballvalve_in_box313.21813.77530.04028.127
Ityl/so100_recording1316.14117.02930.02628.854
chirag1701/record-test_red53.7973.88930.01029.568
danielkorth/green-marker4am52.8572.85829.99230.483
chirag1701/record-test_yellow55.8035.99129.95030.439
love3165303/so100_pick_ball_colors1222.20422.85729.89129.900
nduque/robustness_e9139.1338.84429.87329.896
sshh11/so100_orange_50ep_2521.26421.46029.86033.186
jiuyal2/so100_marker2211.14111.36329.81629.997
ryanpennings/so100_pegcrate_c3517.54117.83129.80729.888
luke250305/play_dice_250311.1214.95615.43229.80328.514
aractingi/pick_place_lego_cube_1212.54313.96429.78628.085
Congying1112/so100_simplepick_with_2_cameras_from_top23.7674.13429.77228.249
lomiotech/m2m_smolvla_finetune_dataset215.90915.40229.75430.584
LeRobot-worldwide-hackathon/190-RecycloBots-recyclobots59.1879.05429.73329.473
liuhuanjim013/so100_th_12112.95913.15529.64029.704
arpitak2004/test113.2093.98329.62229.752
MostafaOthman/pickplace_sweetsjp_smallcandy10.4080.36629.60333.036
RasmusP/so100_dataset50ep514.54114.73929.55830.176
carpit680/giraffe_task314.01814.20229.55231.117
Bartm3/dice22016.12316.14629.53429.286
kantine/domotic_setTheTable_expert29.3879.36729.53131.567
ricky0526/so101_pick_toy_to_plate_v152.8992.97029.51927.164
abokinala/sputnik_100_12_pick_place_container219.18619.52929.49129.348
tenkau/so101_color_block35.6076.26029.43528.139
joooonhocho/so100_doll_in_bowl_258.7659.44129.42830.492
Dongkkka/yellow_instant_coffee_stick_pick_and_place312.62612.98729.35929.596
aimihat/so100_tape36.2706.36629.31030.339
lerobot/svla_so100_stacking57.5808.03529.24128.916
shin1107/koch_base_episodes1620.00121.10429.23530.039
bap13/so101_test_3511.45611.74429.23128.302
siyavash/so101_test518.80918.85929.19321.527
sixpigs1/so100_pull_cube_error822.93123.01429.18529.845
pierfabre/rabbit38.7068.29529.13434.959
LeRobot-worldwide-hackathon/lego_pixelart_stage_1_v3617.56917.38129.10426.023
tenkau/so101_block_stack17.5648.50029.00629.371
EverNorif/so101-place-orange67.1447.20228.91728.616
Jeevesh2009/so101_test69.4769.85428.88928.788
yingliu-data/so101_Da_Pinchi_draw23.1492.59828.87928.932
vladfatu/so100_above512.81212.99028.83328.024
pranavsaroha/so100_carrot_2612.76512.94028.80228.191
meetrais/cube_in_the_box453.0713.30328.77028.543
HITHY/so100_peach43926.04226.52428.74228.822
Beegbrain/so100_stack_green_cube216.99417.51828.71329.815
nbaron99/so100_pick_and_place258.9328.93328.70225.819
pierfabre/pig3513.69713.13728.68628.137
tenkau/SO101-Stack3Blocks512.73712.91128.67729.886
cezarsolo/so100_data59.3188.95128.64529.353
0x00raghu/toffee_blue_224.5754.55628.62328.091
kyomangold/so100_ttt_B3127.35627.94928.62128.656
shylee/so100_cup2020.10620.01328.61429.444
kantine/domotic_pouringCoffee_anomaly210.97514.58328.59739.521
lizi178119985/so100_jia513.57713.59028.57124.199
LeRobot-worldwide-hackathon/300-Mad_Robots-remove_orange_object58.0648.06928.51327.801
Dongkkka/vla_total_dataset_test41813.67813.65828.47829.369
juni3227/so100_test_cap_merge817.81518.19328.35326.734
sincostangerines/stack_cubes_7028.5279.20528.34228.865
AkibaGeek/so100_test32.8062.86228.31027.523
MostafaOthman/pickplace_sweetsjp10.2660.63028.27928.670
Mohamedal/put_banana_bowl_dis46.0485.97328.19528.392
sergiov2000/yellow_20_episodes21.6261.58728.17328.237
sihyun77/mond_13429.23829.15328.17025.873
roboticshack/team16-water-pouring514.97814.93328.16026.438
shuohsuan/grasp_data_150_15911.5102.05128.08828.788
0x00raghu/toffee_red_3__28.0188.11528.03128.014
psg777/blacktape512.6352.11127.99827.266
sihyun77/sihyun_main_3314.64814.15827.95627.110
nduque/robustness_e6_2911.92611.95427.93928.576
sihyun77/suho_red512.81212.69827.84127.223
shuohsuan/grasp_data_110_11910.5961.18627.82827.445
LeRobot-worldwide-hackathon/91-AM-PM-pouring-liquid69.2419.23927.80327.619
shuohsuan/grasp_data_060_06917.2617.58327.79228.285
ROI-su7/koch_test01411.72511.27827.78825.899
sihyun77/sihyun_king324.17324.34227.77928.390
NONHUMAN-RESEARCH/SOARM100_TASK_VENDA_BOX59.48510.07427.74728.886
LeRobot-worldwide-hackathon/27-AI_Learners-Shape_Pick_and_Place87.1397.17927.72927.988
bjb7/so101_pen_mug_10_6125.71425.96227.64126.822
isadev/bougies2207.6127.52027.64127.678
chirag1701/battery55.1965.12127.63227.606
chirag1701/new0_green_block64.7544.43627.59427.176
LeRobot-worldwide-hackathon/162-Les_traboules-record_draw_lerobot512.13712.17727.51329.442
Ryosei2/0707_SingleCube521.53421.94327.48827.890
liyitenga/so100_pick_dabaitu1411.51011.63427.46127.104
shawntan72/pick_and_place_pill_bottle_2312.64012.70427.44629.195
chirag1701/can57.6117.36727.43327.425
roboflavia/pen_dual151.5951.85127.42926.927
shuohsuan/grasp_data_240_24918.8269.32327.40727.241
pranavsaroha/so100_onelego347.4108.09227.36525.124
SeanLMH/so100_picknplace_v22019.62019.99027.34827.278
pierfabre/cow2420.57920.13527.33429.017
sergiov2000/test_red_50_episodes53.5813.79227.20727.334
LemonadeDai/so100_coca515.97916.39327.20327.961
Mohamedal/put_lemon_bowl_data512.57712.92827.17126.407
liyitenga/so100_pick_taffy224.2804.32727.17125.826
shuohsuan/grasp_data_410_419118.46618.94327.14626.670
LeRobot-worldwide-hackathon/380-horseinbox-HorseInBox814.73114.79427.14427.311
NONHUMAN-RESEARCH/SOARM100_TASK_VENDA159.3939.67427.12726.982
pietroom/actualeasytask613.55213.78827.10427.607
cwhite098/benchy4211.30011.28427.09227.559
jmrog/record-sweet367.0897.16927.07427.512
Beegbrain/sweep_tissue_cube316.42416.19127.07419.442
masato-ka/stacking_block_wrist321.73821.99227.05525.660
paszea/so100_whale143.94943.94026.99327.105
pierfabre/horse415.47715.77926.94825.483
Clementppr/lerobot_pick_and_place_dataset_world_model321.53922.17126.93527.608
juni3227/so100_test03710.83011.08626.91925.941
shuohsuan/grasp_data_180_189116.41316.14426.90927.303
Vertax/act_koch_pick_place_rgb_lego1310.55310.67126.89627.349
nduque/robustness_e8511.07010.87226.88427.448
Dongkkka/blue_pen_pick_and_place314.0363.52426.87727.654
Jeevesh2009/so101_gray_block_pickup_test913.44413.74226.86527.100
shreyasgite/so100_base_left1410.39510.58826.85227.126
LeRobot-worldwide-hackathon/364-ET_HOME_SERVICE-grab_can_sat411.71311.80826.77820.154
Dongkkka/koch_arm_gripper_blue_pen_to_green_bowl217.04115.40326.76823.434
meetrais/ball_in_the_box54.9494.82926.69027.851
lirislab/fold_bottom_right320.65621.09526.55141.464
kyomangold/so100_ttt_B2_v2325.16926.03526.52826.596
psg777/newone4115.49216.49326.52326.689
duthvik/sputnik_100_31_pour_liquid217.66416.98526.50315.480
isadev/bougies32015.26915.11826.47426.390
bjb7/so101_pen_mug_10_9125.31425.57526.42727.334
shuohsuan/grasp_data_040_049115.51915.57126.42232.072
shuohsuan/grasp_data_tg_5059.2439.42126.39927.070
badwolf256/so100_twin_cam_duck24.8394.76426.35427.268
wannrrr/etnai526.54326.72926.32824.335
Ninkofu/sushi_put1020.50820.82326.29027.389
Mohamedal/so100_put_bananda_bowl_newda517.57417.87426.26025.073
davidgoss/record-test2316.61816.61926.25527.935
Yanis7777/so100_duck511.87711.76526.21227.697
rfruit/so100_building_house_219.76910.34526.20322.344
danaaubakirova/svla_so100_task4_v3_multiple105.7756.05626.13525.711
abokinala/sputnik_100_46_custom_tasks225.38626.34426.12720.924
HITHY/so100-kiwi213.18713.55626.12625.927
LeRobot-worldwide-hackathon/356-DuctTapeEngineers-MarkTableWhileUnmarked13.6303.26126.03642.098
sergeytata/hackathon-task1010.2520.69925.98133.952
kantine/industrial_robothon_hatchAndProbe_anomaly211.18811.45025.96841.418
zaringleb/so101_binary_cube_7112.27812.87325.93526.899
chirag1701/record-test_green56.3336.29425.76925.424
gribok201/smolvla_koch4310.17710.24225.76825.015
Ityl/so100_recording2416.75516.70525.75824.382
Dangvi/soarm100_data2812.72512.61225.62125.670
sixpigs1/so100_insert_cylinder_error1222.18022.42825.61224.912
mikechambers/block_cup_5212.97312.80025.57725.562
chirag1701/new0_green_block_more41.5861.70825.56827.105
psg777/combinedtape135.6005.39725.53226.546
sihyun77/suho_3_17_358.3498.04925.52424.155
lirislab/green_lego_block_into_mug414.20714.85925.52225.477
roboticshack/team16-can-stacking416.15116.65525.49223.528
vladfatu/so100_office511.98112.00725.47425.011
psg777/redtapepickup213.2132.51925.44525.273
yuz1wan/so100_pick_wahaha121.33224.21425.44227.082
siqiLi/so100_test520.03220.40125.43224.211
MuammerBay/record-test418.17318.13125.38523.659
lt-s/so100_train_move_blue_block_tray_to_blue_dish_flip217.66517.98725.36527.997
love3165303/so100_pick_multi_tape137.6467.91125.34325.516
pierfabre/chicken613.94814.03625.31524.073
lirislab/green_lego_block_into_mug_easy220.52721.03025.28424.936
Aadhavan/so101_bio_final413.62013.94425.26424.713
Jiafei1224/so100_pa222per36.1015.81825.19514.651
pranavsaroha/so100_squishy2colors_2_new315.29615.62125.19024.421
Mazytomo/so101_test112.33912.33325.17824.969
ZCM5115/so100_1210519.72819.87925.16920.100
yuz1wan/so100_pour_cup110.1049.80625.12225.135
lt-s/so100_train_move_red_block_tray_to_red_dish_flip228.58328.97924.99323.173
Jeevesh2009/so101_gray_block_midvar_test107.2476.94724.95325.024
duthvik/sputnik_100_26_pick_place_surface221.31421.46724.94820.162
dragon-95/so100_sorting_32022.37622.48224.89624.427
m1b/so100_bluelego_updt47.1817.61624.84925.005
RasmusP/so100_Orange2Green58.8368.86024.82523.512
danaaubakirova/so100_v2_task_335.6046.04924.79024.140
Gano007/so100_gano55.6875.92224.77925.257
hkphoooey/throw_stuffie1222.48222.77624.72424.654
Kunalmod/so101_test_257.6237.94424.72124.628
pierfabre/sheep613.18913.12224.69322.737
LeRobot-worldwide-hackathon/246-Golf38.0858.05824.68226.470
Mohamedal/put_banana_bowl_new_data517.82218.25524.64224.939
paszea/so100_whale_259.8649.94724.60923.914
bensprenger/left_arm_yellow_brick_in_box_with_purple_noise_v057.2147.56024.60025.040
nduque/robustness_e6_3912.59812.77324.54224.717
nduque/robustness_e9_21313.88013.90824.51225.017
bjb7/so101_pen_touch_test_11013.25217.69424.49935.096
Mohamedal/put_banana_bowl_last_test514.92814.73724.49324.170
HITHY/so100_redstrawberry22.2051.81824.48729.183
DimiSch/so100_50ep_356.6646.68924.46424.104
charleyong/so100_tic_tac_toe_autoend1815.03815.17224.46324.807
roboticshack/team-7-left-arm-grasp-motor109.53610.01824.44924.121
kyomangold/so100_ttt_B3_v2328.29628.66124.43122.564
0x00raghu/toffee_red_225.4565.53124.41424.244
k1000dai/standup_petbottle414.95815.24424.37424.151
jccj/shape_matching_u513.28112.97024.31923.712
chirag1701/sandwich55.4245.44324.29424.924
samsam0510/tape_insert_11016.26616.10024.25023.753
orsoromeo/so101_pick_and_place510.53310.54724.23924.343
shuohsuan/grasp_data_230_239116.07016.58424.23721.439
Ryosei2/0704_donut2122.26822.52924.23524.423
sihyun77/suho_red2118.15517.83924.22423.247
danielkorth/bike-light4am-part258.4118.06124.20523.724
tkc79/so100_lego_box_2512.50612.95324.20023.926
Anybalsmith/pickplacelegocube357.6947.90524.18824.590
satvikahuja/ball_bbox_wo_part_new_2110.99411.34624.17622.954
tenkau/so101_block_stack_kanzenrikai116.49718.02524.13125.443
Tear4Pixelation/yellow-brick112.56712.82724.09617.698
jmrog/record_group10.7190.64224.09026.441
FeiYjf/new_GtoR3811.15011.12824.02324.615
ad330/cubePlace528.58329.14423.93624.059
VoicAndrei/so100_banana_to_plate_only1218.38318.41323.90323.227
danielkorth/green-marker246.1486.33123.90023.309
xhaka3456/so100_test_0510910.35310.43223.87423.919
1lyz123576/so101_test-149.7009.48823.86024.137
triton7777/cube_to_yellow_basket_so100_teleop_train518.28218.09323.84323.469
RasmusP/so100_dataset50ep_a117.10817.33423.84124.776
lirislab/put_banana_bowl326.10226.89823.83524.174
dopaul/first_movement_test_v6221.41421.81823.82623.134
VoicAndrei/so100_banana_to_plate_rebel_full512.08212.17623.80923.734
liyitenga/so100_pick_taffy5214.84814.93923.78326.199
Dongkkka/cable_pick_and_place_new812.73412.83923.76323.784
Odog16/so100_tea_towel_folding_v11313.09913.06323.75425.472
paszea/so100_whale_grab58.7459.32123.73323.629
Beegbrain/pick_lemon_and_drop_in_bowl413.07913.45523.71224.307
love3165303/so100_pick_ball_colors21714.74914.87123.71223.545
Dongkkka/koch_arm_gripper_embodiment_dataset812.32712.48023.70423.245
slowturtle99/so100_pick_place_blocks511.67211.87023.70024.006
baladhurgesh97/so100_final_picking_3315.45215.22423.69824.598
robotchip/squidgame1312.08812.59123.64924.250
Jiangeng/so100_413514.58014.67423.63823.788
Thorns07/so100stacking46.2836.43523.60723.428
FeiYjf/Maklu_dataset63.4873.57523.59924.098
shuohsuan/grasp_data_170_179116.74417.19623.52126.026
lirislab/put_coffee_cap_teabox419.82020.28323.51823.987
aaronsu11/so100_lego106.2916.34023.47223.206
dopaul/game_v71715.38315.48323.45423.486
ethanCSL/box_test532.03032.82423.42821.698
pietroom/first_task_short910.02010.08723.38923.653
kantine/domotic_vegetagblesAndFruitsSorting_expert224.22724.74223.36123.365
roboticshack/team10-red-block612.68812.86423.35023.280
sattgle/clean2-test311.50411.52823.33825.976
nbaron99/so100_pick_and_place41017.61817.79423.30522.777
shawntan72/pick_and_place_pill_bottle_159.7279.72923.26824.967
sihyun77/si_so100523.25223.84423.19422.206
pranavsaroha/so100_squishy518.10118.36423.18124.159
lirislab/lemon_into_bowl410.27911.75723.17322.386
samsam0510/tooth_extraction_42013.65213.94523.14322.164
EverNorif/so101-table-cleanup89.6979.84523.01423.192
aidinism/arm-record-47613.73813.69022.97019.275
sandhyavs/lego-pickup-clean512.28812.64422.94622.952
baptiste-04/so100_playX811.33812.02722.82324.324
pietroom/second_task110.1839.77922.82240.849
kyomangold/so100_ttt_A2_v2310.39610.92222.82121.256
sandhyavs/lego-pickup-clean-1001011.91112.22122.73022.410
kyomangold/so100_ttt_C316.3426.25122.70922.704
LeRobot-worldwide-hackathon/191-Dum-E-so100-fries1114.16214.06922.59824.081
Ryosei2/0704_bontan417.6238.27522.59324.818
ganker5/so100_toy_20250402108.9848.98222.57022.682
marmau2/record_pick0154.1294.33222.56323.487
ethanCSL/blocks_test2536.30937.09322.55423.245
0x00raghu/toffee_red211.72111.74522.54822.449
Beegbrain/pick_place_green_block418.47318.44322.52920.706
slowturtle99/so100_pick_place128.0068.26422.46722.352
danmac1/real_real332138.52414.09722.45721.006
LeRobot-worldwide-hackathon/160-LegoBot-lego_pixelart_stage_1_v259.3709.86422.43616.446
bensprenger/chess_game_001_blue_stereo3112.17312.20322.39519.874
davidgoss/record-test4519.97420.11222.35523.709
nduque/new_repo_test14.3523.07722.35416.419
lt-s/so100_train_move_two_blocks_tray_to_matching_dishes225.85726.41222.33922.596
sergiov2000/so100_lego_leader_4047.7477.68122.29221.909
00ri/so100_battery_bin_center514.18914.20122.28421.506
sattgle/record-test410.0969.98722.28217.390
ameimei/record-test413.08413.80322.21521.451
therarelab/med_dis_rare_6612.95014.19222.21125.650
liyitenga/so100_pick_taffy126.4526.15622.19123.075
ortiztx/so101_training30_v1116.65015.59522.15927.154
cezarsolo/so100_newdata58.8138.54722.14721.894
speedyyoshi/so100_grasp_pink_block59.90710.72122.14421.096
kantine/domotic_pouringCoffee_expert214.34614.66221.86417.765
Chojins/chess_game_006_white56.6776.69321.82018.096
psg777/greencube115.2425.54721.75621.766
aractingi/pick_place_lego_cube215.04813.09021.74022.578
liyitenga/so100_pick_taffy6410.50210.40621.73118.594
doujiangwang/task7_20epi_100000step210.1989.84121.72721.861
shreyasgite/so100_legocube_50517.35018.06521.71021.635
near0248/woogoo_20250615_043007312.65812.47421.65722.076
jlitch/so100multicam7323.43623.73821.63224.799
sihyun77/sihyun_main213.06613.22021.60022.435
kantine/domotic_makingCoffee_anomaly28.8628.77921.59924.502
lt-s/so100_train_move_red_block_tray_to_red_dish223.07623.25121.58221.060
Dongkkka/koch_arm_gripper_coffee_stick_to_green_bowl214.01314.56421.53021.925
Waykzen/raju28.8919.31321.48120.199
dopaul/game_v61416.75816.74621.47822.332
kantine/domotic_makingCoffee_expert23.7703.68321.45714.759
FeiYjf/Grab_Pieces94.6674.69421.45421.704
jchun/so100_cleaning_20250525_132814619.87819.74221.40021.604
paszea/so100_lego_mix55.2555.08721.36921.128
LeRobot-worldwide-hackathon/241-Sushi_Shinkansen_So101-pick_sushi149.6979.89621.30723.909
viktorlorentz/cup-test-257.0076.94921.28021.637
Chojins/chess_game_000_white_red109.1899.20921.19618.941
yuz1wan/so100_pickplace_0223_2211.23910.47521.19421.499
DanqingZ/so100_test_pick_green_569.7099.82721.16420.216
Hale-Sage/merge_data6510.19110.15321.16321.302
weiye11/so100_410_zwy1016.01316.08721.14120.731
sixpigs1/so100_pick_cube_in_box_error815.22915.31021.10620.973
masato-ka/so100_cutlery_handling412.71712.80621.07722.504
FeiYjf/new_Dataset65.5565.42621.06321.821
kyomangold/so100_ttt_B2_v3227.38728.32621.05920.556
kyomangold/so100_ttt_A1110.54710.49321.03520.980
zaringleb/so100_cude_linear_and_2d_comb1012.27412.60421.03319.644
kevin510/so-100-draw-smiley517.3128.39720.94612.588
badwolf256/so100_twin_cam_duck_v2213.50813.39320.90220.301
ReubenLim/so101_lerobot_hackathon55.6825.32820.86621.657
ppankti81/record-blue19.4289.91520.85422.097
chmadran/so100_dataset08518.71818.85120.82519.770
dopaul/first_movement_test_v4216.26016.41920.81220.752
masato-ka/so100_separate_blue_green_blocks_v2312.53812.54720.79821.512
Tear4Pixelation/lego2218.87919.34320.79020.625
danielkorth/bike-light4am55.3525.38920.78221.295
sleepingdrew/blue_brick513.35113.31320.76422.914
kyomangold/so100_ttt_B2119.20319.66720.75620.430
orsoromeo/so101_test22511.26511.36820.71421.149
lirislab/close_top_drawer_teabox315.83415.69920.69721.920
ThomasGossard/grab_box_h327.7108.52520.66725.697
Ryosei2/0704_donut1111.38011.84320.65616.962
Beegbrain/draw_pixel_art812.75112.64120.64219.962
tkc79/so100_lego_box_11020.58120.99820.62720.276
ganker5/so100_dataline_032854.2224.25920.62220.754
dulics/so100_strawberry_bear413.39913.54820.60820.973
Hale-Sage/Grab_cube_task1014.75914.93920.59921.123
Chojins/chess_game_001_blue_stereo5810.01410.24520.58917.474
bjb7/so101_pen_mug_10_315.3615.19020.56916.918
kumarhans/so100_push_box_real134.3633.82820.50720.384
Congying1112/so100_switch_with_onhand_camera112.70212.68520.49021.940
sixpigs1/so100_stack_cube_error816.47916.59320.47919.274
frk2/so100large59.2059.38320.46520.974
stsqitx/clean2212.45412.47920.46219.767
sattgle/clean-test516.10815.88920.43919.042
acrampette/third_arm_02118.5066.97920.42420.159
frk2/so100largediffcam58.7978.72620.41220.372
akira-sasaki/gr00t_2cam_red_dish616.09517.09220.40421.158
dopaul/1500_chess_moves15014.20514.27620.39920.699
duthvik/sputnik_100_17_pick_place_container225.89426.04920.38420.305
near0248/woogoo_20250615_01144466.7426.68820.37020.310
jchun/so100_cleaning_20250525_154019422.51522.47920.36922.844
duthvik/sputnik_100_24_pick_place_surface24.4144.34120.33920.031
akira-sasaki/akabeko_instruct_v23414.27514.45020.33619.760
lt-s/so100_train_move_two_blocks_tray_to_matching_dishes_flip213.34113.38920.32223.945
sincostangerines/stack_cubes_p3216.11418.24620.31519.488
danaaubakirova/svla_so100_task5_v3_clean510.48910.43520.28420.403
kantine/industrial_screws_sorting_anomaly13.6813.31120.25619.866
Setchii/so100_grab_ball318.29018.40820.20818.002
Chojins/chess_game_001_white611.73511.93720.18919.876
kyomangold/so100_ttt_A2117.65417.50720.17222.395
lirislab/red_cube_into_blue_cube412.11012.10420.15919.776
kantine/industrial_soldering_expert214.16614.32220.13527.308
sihyun77/suho_3_17_138.6048.70620.13020.510
Bartm3/tape_to_bin21012.34412.19520.10719.982
jpata/so100_pick_place_tangerine1026.36528.37620.10520.452
Chojins/chess_game_004_white55.2195.38520.09420.728
shuohsuan/grasp_data_490_499114.69215.17320.07920.594
roboticshack/left-arm-grasp-lego-brick108.9589.59720.06120.237
lirislab/red_cube_into_green_lego_block319.80220.08520.03319.626
FeiYjf/Hold_Pieces14.7704.49920.01120.772
yuk6ra/so101-cube-2113.15013.09719.97317.363
lirislab/open_top_drawer_teabox328.80228.86819.94819.935
danielkorth/usb-C-cable1010.81310.75019.94019.224
kkurzweil/so100_wrist_01216.21917.37819.93720.778
woveinfluency/record-eyedrops-50-ep56.7156.81419.93420.531
Odog16/so100_cube_stacking_v154.8924.82519.92421.064
LeRobot-worldwide-hackathon/364-ET_HOME_SERVICE-cleaning_sat_data322.77422.65319.91123.578
HYAIYN/so100_get_orange_10epi16.2456.23519.87721.497
shuohsuan/grasp_data_340_349120.03320.52819.87518.202
roboticshack/team-7-right-arm-grasp-tape1010.43410.51819.84121.222
Mohamedal/so100_put_cube_bowl_newda519.01119.00519.79621.232
Cornito/so101_test3518.52718.59319.77818.785
danielkorth/whiteboard-marker215.47215.39219.68921.876
aractingi/push_cube_front_side_reward_long210.05810.09919.68518.852
Mwuqiu/so100_0408_muti77.5377.35919.66119.556
aractingi/push_cube_square_reward_1114.42614.19719.59318.231
yuz1wan/so100_fold_0227_1111.82012.00919.55828.235
nduque/robustness_e8_5517.11117.36619.55720.443
ganker5/so100_dataline_2025033156.1756.20519.49519.007
ktkd/so101_test26.4946.72919.48819.853
kantine/industrial_soldering_anomaly210.37810.35419.45517.152
pierfabre/cow22.1872.42719.44919.622
00ri/so100_battery57.9727.99319.42820.180
duthvik/sputnik_100_25_pick_place_surface212.30612.48819.39018.022
kristaqp/so101-pick-place510.57810.83619.37620.734
Mohamedal/put_banana_bowl_dis_test2413.23313.80819.34919.429
lirislab/push_cup_target39.0728.91119.31219.280
gxy1111/so100_pick_place_easy35.5165.72619.24718.501
ahork/record-test-02214.53014.40719.15120.831
sincostangerines/stack_cubes_20123.36425.94419.11618.805
LeRobot-worldwide-hackathon/160-LegoBot-lego_pixelart_stage_1_v1512.09912.53118.99713.476
dopaul/game_v5614.15814.26618.99018.898
jlesein/TestBoulon2128.75629.17518.94727.874
weiye11/so100_421_pick511.91212.17518.93018.755
EverNorif/so101-pick-pen614.16414.14018.91219.028
Ryosei2/0704_bontan2111.72111.68318.86517.875
Chojins/chess_game_001_red_stereo5410.34310.39518.85416.769
FeiYjf/Makalu_push35.3695.43018.80119.096
bnarin/so100_tic_tac_toe_move_1_016.0824.04218.77823.796
roboticshack/team2-guess_who_so100109.7579.46318.77719.193
kkurzweil/so100_wrist_021512.35612.44418.75519.726
lirislab/guess_who_so100108.6168.46318.75320.370
siqiLi/so100_test15417.81517.88018.74218.282
nduque/robustness_e7_2515.16115.53018.70818.847
AaronNewman/screwdriver_task_batch2112.94913.55018.70215.989
siqiLi/so100_test16529.75830.09018.70219.672
LeRobot-worldwide-hackathon/141-Electrify-insertbattery43.7873.94918.68919.241
jlitch/so100multicam325.4445.42618.66519.515
duthvik/sputnik_100_27_pick_place_surface210.2159.53418.65821.393
Pi-robot/barbecue_put1018.80218.76218.65417.608
samsam0510/cube_reorientation_21810.50110.51618.64519.031
Chojins/chess_game_009_white348.4078.56718.64417.999
abokinala/sputnik_100_23_pick_place_surface242.68943.37618.64118.258
HITHY/so100_peach532.39533.26218.63817.871
kirdo/Pick_all_blocks710.93211.14618.62420.316
kyomangold/so100_ttt_B1_v2310.31510.31518.62317.356
lirislab/sweep_tissue_cube315.52015.45818.62320.546
bensprenger/right_arm_p_brick_in_box_with_y_noise_v0510.61211.23318.59617.164
yuz1wan/so100_button121.29420.34118.47315.500
shuohsuan/grasp_data_100_10912.3942.44418.46918.382
jlitch/so100multicam626.9957.28518.46619.950
bensprenger/left_arm_yellow_brick_in_box_v056.4136.65418.46417.885
Chojins/chess_game_000_white611.49311.49918.43918.392
andrewcole712/so100_tape_bin_place59.87410.15018.40518.374
danaaubakirova/so100_v2_task_2311.36411.92718.40318.398
xhaka3456/Pick_Place1411.63911.91518.35217.764
Chojins/chess_game_003_white57.9708.16318.22614.589
kyomangold/so100_ttt_C118.4479.06618.21719.162
rfruit/so100_building_house_4113.08313.28218.18821.915
danaaubakirova/so100_task_427.5757.93918.16920.703
LeRobot-worldwide-hackathon/141-Electrify-open_alligator23.3323.35618.16317.774
gxy1111/so100_close_drawer34.1724.09618.15916.816
samsam0510/glove_reorientation_11012.45912.69418.14718.926
sihyun77/sihyun_main_255.4415.18218.12721.884
CSCSXX/pick_place_cube_1.18513.34613.80118.10017.313
aractingi/push_cube_offline_data315.99615.86018.09517.756
yeshasdaman/cleanup-table511.34911.49018.05418.537
yuk6ra/so101-tapes-cleanup512.60712.37417.96119.335
stsqitx/clean215.36415.86017.94525.486
Pi-robot/barbecue_flip1013.84314.10917.90116.250
psg777/newone325.4634.76617.86116.937
LeRobot-worldwide-hackathon/347-WaterworksCrew-HandymanBot610.69210.67817.86017.324
FsqZ/so100_1416.85916.91617.85316.542
akira-sasaki/gr00t_2cam_blue_dish519.42820.51917.83317.248
nebo1337/GetTheRubber217.30317.97317.79017.203
Chojins/chess_game_007_white56.5466.65117.76917.526
Dongkkka/red_pen_pick_and_place110.2219.74917.74817.543
jiroh2000/so100_test_001a310.22710.13917.74117.808
Clementppr/dataset_set_up_table_fork26.4786.28217.70618.451
danaaubakirova/svla_so100_task4_v3_clean57.7248.00417.69518.634
jiuyal2/so100_marker_new_camera_pose_new_red25.2705.03517.69215.154
CSCSXX/pick_place_cube_1.17510.43510.53417.64516.291
Winster/so100_cube59.5259.47617.61017.649
akira-sasaki/smolvla_base1014.67114.98917.60716.217
ganker5/so100_push_2025032854.2844.10317.56417.103
1lyz123576/so101_test149.2679.21317.55917.864
chmadran/so100_dataset04515.02915.67817.53017.217
Gano007/so100_lolo12.9782.84717.52020.343
VoicAndrei/so100_green_blocks520.42420.34517.44916.511
shreyasgite/tedrake_test212.92812.74617.43221.290
danielkorth/usb-stick211.90112.00017.42526.175
Dongkkka/koch_arm_gripper_move_green_bowl220.20420.17217.35218.881
jbraumann/so100_1902512.25212.37017.34916.156
shuohsuan/grasp_data_000_00912.4812.76117.34017.357
pranavsaroha/so100_legos459.0939.45017.31317.274
Odog16/so100_cube_drop_pick_v1418.10118.63117.28222.521
LeRobot-worldwide-hackathon/159-LeBabybot-peg_in_hole1610.67911.01217.27818.070
JipJ/dice_project415.35515.36217.22518.814
liyitenga/so100_pick_taffy3311.61311.64017.21318.549
danielkorth/green-marker-part255.9166.04717.18917.110
lirislab/guess_who_no_cond77.6817.60017.18012.698
shuohsuan/grasp_data_510_519111.31011.90517.13717.474
LeRobot-worldwide-hackathon/364-ET_HOME_SERVICE-mobile_kitchen_sat517.93418.18217.13216.794
LeRobot-worldwide-hackathon/386-boxbusters-clean_workspace513.70614.06517.13118.034
zaringleb/so100_cube_4_binary312.45812.79417.11117.948
sincostangerines/purple_dice37.3477.29917.07117.749
psg777/redtape125.4285.25417.04415.945
jackyckhsu98/so100_test51216.55518.08617.03520.002
BobBobbson/so100_test_FIRST_DATA55.2295.17616.91517.411
paszea/so100_lego_2cam37.4707.34216.84717.768
roboticshack/team13-three-balls-stacking1011.91911.50216.80817.039
shuohsuan/grasp_data_450_459119.17419.56716.79216.831
akira-sasaki/akabeko_instruct_v13014.16714.42516.78016.826
shuohsuan/grasp_data_010_01917.0997.30316.76518.151
triton7777/cube_to_bowl_so100117.59317.19316.71817.268
shuohsuan/grasp_data_190_19912.2192.52816.69516.711
Mohamedal/eval_act_so100_model100k125.79025.70516.67411.296
danielkorth/bike-light214.21014.68116.65816.598
LeRobot-worldwide-hackathon/141-Electrify-battery_placing35.7625.74716.65316.899
liyitenga/so100_pick_taffy8218.36518.39816.63817.365
lirislab/so100_demo313.91015.54316.56714.252
rbo-corematic/strawberries420.24319.90416.49117.256
sixpigs1/so100_push_cube_error822.91423.08716.45718.686
samsam0510/tooth_extraction_3105.0955.46416.42515.547
kantine/flip_A012.9123.46016.42117.883
doujiangwang/task5_10epi_100000step124.24625.47116.40515.158
Ryosei2/0704_bontan5115.20515.73216.40413.179
sincostangerines/six_dice32.1602.23616.40324.612
danaaubakirova/so100_v2_task_437.4137.00916.37416.725
ethanCSL/open_box_demo520.89922.26316.33115.580
nduque/robustness_e8_nm58.6598.53616.31816.837
bjb7/so101_berm_build_test_149.3418.27316.31817.034
Chojins/chess_game_002_white53.3383.91316.30513.889
dc2ac/so100-t5211.31111.01216.28019.519
psg777/blacktape819.8368.96216.26616.442
samsam0510/cube_reorientation_4108.8278.68316.25915.110
danielkorth/usbc-cable-2215.86316.00516.23816.027
arulloomba/so100_test_558.7018.79516.20515.870
Ofiroz91/so_100_cube2bowl45.9145.92715.96115.468
shuohsuan/grasp_data_210_21911.3671.74515.91614.111
Clementppr/dataset_set_up_table_plate225.09725.19715.88517.539
T1g3rGE/so100_pickplace_small_20250407_171912117.91217.63415.86017.483
RoboHP/pick_small_blue_cube_box212.05012.10415.82615.315
therarelab/so100_pick_place121.02821.65115.81116.616
shuohsuan/grasp_data_290_29917.8468.70915.60614.785
shuohsuan/grasp_data_500_50914.8254.95115.48415.887
lerobot/svla_so100_sorting511.76411.72515.45114.964
bjb7/so101_pen_mug_10_13117.85417.49415.34015.526
Dongkkka/koch_arm_gripper_pick_red_pen39.4649.66815.17216.397
kumarhans/so100_tape_task514.36814.45415.16515.683
Mwuqiu/so100_0408210.85710.90615.06815.515
bjb7/so101_pen_mug_10_15115.91415.92715.06714.559
thedevansh/mar16_133658.3588.30115.05812.647
shuohsuan/grasp_data_160_16915.7315.24715.04914.985
ethanCSL/eraser_demo1514.53613.38515.04513.525
sincostangerines/stack_cubes_3016.5996.44115.02214.430
ReubenLim/lerobot_hackathon47.6947.55414.91815.695
sincostangerines/stack_cubes_4013.2913.09014.89814.240
b3rnd/record-50-episodes511.78111.87514.86815.281
halo1225/koch_test_10211.17911.36114.86014.693
samanthalhy/so100_herding_2365.0924.25514.76214.583
yuz1wan/so100_fold_0227_214.4254.23714.74413.590
kantine/domotic_groceriesSorting_expert27.1557.31514.73914.199
willnorris/cylinder-in-box-hillside-1512.87212.70214.68214.478
bnarin/so100_tic_tac_toe_move_4_015.6953.93314.62412.989
shuohsuan/grasp_data_530_539118.65519.34114.57814.899
zaringleb/so100_cube_6_2d512.13312.77714.55713.897
roboticshack/team2-guess_who_less_ligth712.01611.99114.53720.263
LeRobot-worldwide-hackathon/29-TEAMCHAP-spoonHandling63.1263.06114.53116.946
aractingi/push_cube_front_side_reward25.5285.30614.49816.113
doujiangwang/task4_10epi_100000step18.4338.23214.48414.282
bnarin/so100_tic_tac_toe_we_do_it_live44.3864.78014.45414.497
sincostangerines/stack_cubes_p126.49910.02614.45414.722
Beegbrain/pick_place_green_block_lr213.80314.29514.44114.970
roboticshack/team2-guess_who_so100_light1011.84911.39914.40916.916
kyomangold/so100_ttt_A1_v21012.31412.58714.39314.483
Chojins/chess_game_005_white57.6447.84414.37015.492
ganker5/so100_push_2025033167.0536.92214.15114.555
jonyshaik/so101_pp_block513.16913.24914.14515.343
DanqingZ/so100_test_pick_green_6224.05624.84814.14113.858
andy309/so100_0313_no_wrist_camera26.3006.69114.09914.452
shuohsuan/grasp_data_420_42913.5833.54814.05412.763
lt-s/so100_train_move_six_blocks_tray_to_matching_dishes_flip215.70915.63614.00813.388
siqiLi/so100_test2416.11516.20613.97214.226
kantine/domotic_groceriesSorting_anomaly115.93915.56013.91314.717
bnarin/so100_tic_tac_toe_move_0_0110.0518.16513.90513.177
Bartm3/tape_to_bin516.48215.91013.87514.120
lirislab/guess_who_lighting108.5658.50213.86813.604
aractingi/push_cube_reward_data29.2819.33413.78511.309
carpit680/giraffe_sock_demo_2232.22732.34913.76114.854
roboticshack/team11_pianobot42.8342.72713.69714.011
LeRobot-worldwide-hackathon/157-Pas_de_bras_Pas_de_Chocolat-Strawberries413.19012.90813.64412.841
frk2/smallactionspace517.86217.93513.60612.840
tim19970907/so100_test_0616_2323.89324.89413.56133.220
nduque/robustness_e8_nm_nf29.7449.60513.51113.091
Trelis/SO-101-ACT-n1024.5154.15413.50713.307
rohanc007/record-remove-debris36.6686.86213.48914.473
frk2/pickyellowdropblue4510.93010.91213.45113.071
VoicAndrei/so100_test_blocks112.20812.98113.31713.733
arminfg/norm_cam_changeracks111.30010.96813.28511.326
therarelab/so100_pick_place_2616.59117.07513.20212.749
kantine/domotic_vegetagblesAndFruitsSorting_anomaly210.56010.84913.20113.142
roboticshack/team2-guess_who_so100_edge_case216.54516.49113.16621.525
yuk6ra/so101-onetape-cleanup510.62610.59813.11213.875
youjiang97/so100_tt313.33513.34612.98013.062
airthebear/so100_GL26.7836.86612.83711.974
sihyun77/sihyun_3_17_2327.25526.93912.80712.272
aergogo/so100_pick_place17.7879.76612.69413.165
mldev19/so100_brick616.21216.13412.67613.032
yangfengzzz/pick_usb_to_bin521.86521.77012.57513.031
roboflavia/pen_dual010.1380.40412.55812.407
CnLori/so101_piper526.92014.50512.46612.522
zaringleb/so100_cube_5_linear514.36314.50612.46412.555
Jinheng0130/Lay68.2268.13412.4399.887
rabhishek100/so100_train_dataset55.8355.45912.31712.129
kantine/so100_kapla_tower615.1285.68312.29414.153
aractingi/push_cube_to_face_reward23.7403.91412.27912.032
woveinfluency/record-test-10-ep115.30415.10512.27611.845
sergiov2000/so100_ball_leader_4049.1689.37112.27612.171
shuohsuan/grasp_data_350_359116.48116.98612.26313.163
samanthalhy/so100_herding_3375.7214.69712.22011.930
sincostangerines/stack_cubes_100312.91713.25712.20612.123
shuohsuan/grasp_data_080_089116.47417.14812.20212.018
shuohsuan/grasp_data_390_39914.8705.33812.17412.462
Cidoyi/so100_all_notes_141.9342.18011.99712.180
danaaubakirova/so100_task_3219.86320.37311.90310.807
roboticshack/team13-two-balls-stacking519.37319.30211.83410.985
lirislab/put_caps_into_teabox39.4219.04811.82012.879
pranavsaroha/so100_squishy2colors_1314.46315.72611.80311.837
rfruit/so100_building_house_5114.99915.37211.57210.066
Zak-Y/so100_three_cameras_dataset110.37510.80211.54810.239
yingliu-data/so101_Da_Pinchi_2125.08924.94511.46811.402
yuz1wan/so100_pick_pink12.6723.41011.45111.688
willnorris/cylinder-in-box-hillside-2510.91610.51411.39310.632
Jinheng0130/Catch68.9279.10311.17810.970
shuohsuan/grasp_data_400_409110.98611.31911.1719.343
LeRobot-worldwide-hackathon/Test116.23916.43711.11714.339
akira-sasaki/gr00t_red_block517.11517.17611.10510.779
psg777/greencube316.4555.83911.09211.061
shuohsuan/grasp_data_330_33912.5422.49811.05111.058
kantine/industrial_screws_sorting_expert215.08915.10110.99711.794
ahork/record-test-6113.56513.54910.92810.599
lt-s/so100_train_move_six_blocks_tray_to_matching_dishes213.21813.49210.91211.758
swarajgosavi/act_kikobot_pusht_real56.0615.78110.82510.162
psg777/redtapepickup124.40024.66510.7559.663
pepijn223/yellow_lego_in_box128.3349.71810.7549.941
shuohsuan/grasp_data_310_319113.37713.85210.70513.188
arulloomba/so100_test_trimmed59.2029.13210.63210.345
kantine/flip_A210.3862.15810.60911.131
Winster/so100_sim27.1757.04010.56110.281
slowturtle99/so100_test63.3223.52110.53110.862
Cidoyi/so100_all_notes_332.1352.01010.29310.304
dongseon/so100_06280123.2654.19610.25910.915
shuohsuan/grasp_data_480_489113.89913.60210.24710.097
aractingi/push_cube_reward15.4284.95410.23010.147
doujiangwang/task2_10epi_100000step111.50111.88910.19811.355
danaaubakirova/so100_task_1212.42112.58510.02710.485
sincostangerines/stack_cubes_p2211.50311.7299.9549.701
koenvanwijk/orange50-1523.34023.5459.8149.739
danaaubakirova/so100_task_2224.10524.0999.79712.263
psg777/redtapepickup1220.12220.2309.5319.439
pranavsaroha/so100_squishy2colors215.73615.2409.4619.900
asafxrev/so100_jenga_box_may28_2cam_bg22.1362.2969.2679.396
vladfatu/so100_ds65.7385.5779.2529.272
acrampette/third_arm_0154.5914.6869.2339.362
rfruit/so100_building_house_113.6053.1809.2289.558
shuohsuan/grasp_data_460_46914.4884.9299.1638.254
masato-ka/so100_separate_blue_grenn_blocks116.36316.4259.0757.340
shuohsuan/grasp_data_370_37918.7049.4258.94410.721
sincostangerines/stack_cubes_5012.9422.2698.7698.340
shuohsuan/grasp_data_360_369112.53712.1508.5488.428
shuohsuan/grasp_data_020_02913.7843.2068.2899.092
aractingi/push_cube_square_light_reward28.7668.7868.2108.836
koenvanwijk/orange50-variation-2515.41615.6178.1598.459
Ryosei2/0709_SingleCube_SamePos111.45611.3688.0447.742
Aven9208/train-test12.7102.6557.9316.744
shuohsuan/grasp_data_050_05914.0804.6047.9177.843
mtitg/so100_set_screw57.4687.2687.8107.514
roboticshack/team_5-QuiEstCe_everyBox22.2930.9516.9249.665
lucasngoo/so100_strawberry_grape211.31911.2346.8217.091
Jinheng0130/Push38.1397.5826.5587.516
Cidoyi/so100_all_notes22.0592.1166.5137.671
FeiYjf/Test_NNNN44.0223.7396.34910.899
jackyckhsu98/so100_test4518.4409.4446.2616.457
swarajgosavi/kikobot_pusht_real_v217.0606.6236.1126.221
shuohsuan/grasp_data_430_43914.3124.7155.3455.577
ptizzza/so101_green_pompom39.6809.6294.9896.160
kantine/flip_A410.3950.2764.8156.319
shuohsuan/grasp_data_520_52914.0134.2404.7044.771
shuohsuan/grasp_data_120_129115.91716.4374.3483.706

Sample predictions (12 of 4301 scored frames)

00ri/so100_battery — episode 4, frame 5 (global index 5)

task: Grasp a battery and put it in the bin.
state: [-2.3, 189.2, 166.6, 77.2, -3.5, 0.4]
chunk MAE — state-copy: 0.28 | state-copy-norm: 0.35 | bijou@40000_state-masked: 32.07 | bijou@40000_state-masked+fields: 33.37

imageimage2
generated:
subgoal: reach down toward the battery on the table
holding: no
progress: 15%
event: none
visible: object 0; gripper 0

labels:
subgoal: hold still and align above the battery

Chojins/chess_game_009_white — episode 308, frame 138 (global index 160570)

task: Move the blue chess pieces to the highlighted squares.
state: [10.6, 92.4, 147.7, 20.3, -131.1, 1.4]
chunk MAE — state-copy: 8.47 | state-copy-norm: 8.35 | bijou@40000_state-masked: 10.81 | bijou@40000_state-masked+fields: 12.54

imageimage2
generated:
subgoal: carry the piece to the highlighted square and release it
holding: yes
progress: 80%
event: none
visible: object 0; gripper 0

labels:
subgoal: close the gripper on the blue piece

Hale-Sage/merge_data — episode 2, frame 120 (global index 328610)

task: Grab the cube
state: [2.6, -60.4, -14.4, -84.3, 5.5, 59.5]
chunk MAE — state-copy: 10.99 | state-copy-norm: 11.91 | bijou@40000_state-masked: 16.67 | bijou@40000_state-masked+fields: 15.27

imageimage2
generated:
subgoal: reach down and grasp the green cube
holding: no
progress: 10%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach and grasp the green cube

Mohamedal/put_peach_bowl_dis_test2 — episode 21, frame 81 (global index 513769)

task: put the peach in the red bowl .
state: [2.2, 38.5, 38.1, 93.5, 15.6, 58.6]
chunk MAE — state-copy: 3.64 | state-copy-norm: 3.98 | bijou@40000_state-masked: 31.97 | bijou@40000_state-masked+fields: 29.38

imageimage2
generated:
subgoal: close the gripper on the peach
holding: no
progress: 30%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach down toward the peach

akira-sasaki/akabeko_instruct_v1 — episode 67, frame 13 (global index 695009)

task: Pick up the cube and place it in the box.
state: [8.4, 188.4, 166.9, 61.2, -3.6, -0.3]
chunk MAE — state-copy: 19.16 | state-copy-norm: 19.75 | bijou@40000_state-masked: 26.57 | bijou@40000_state-masked+fields: 26.53

imageimage2
generated:
subgoal: reach down toward the red cube
holding: no
progress: 15%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach down toward the red cube

danaaubakirova/so100_task_3 — episode 5, frame 76 (global index 855953)

task: Pick up the blue cube and place it in the box.
state: [-7.1, 121.6, 123.8, 74.4, 82.3, 0.2]
chunk MAE — state-copy: 13.78 | state-copy-norm: 14.29 | bijou@40000_state-masked: 9.83 | bijou@40000_state-masked+fields: 8.72

imageimage2
generated:
subgoal: reach down toward the blue cube
holding: no
progress: 15%
event: none
visible: object 0; gripper 0

labels:
subgoal: stay at home pose, then reach toward the blue cube

ethanCSL/box_test — episode 24, frame 6 (global index 1024374)

task: Open the drawer pick up the cube and put it in the drawer.
state: [-4.7, 131.8, 140.9, 89.6, 88.0, 31.6]
chunk MAE — state-copy: 31.14 | state-copy-norm: 31.01 | bijou@40000_state-masked: 35.16 | bijou@40000_state-masked+fields: 38.98

imageimage2
generated:
subgoal: reach toward the drawer handle
holding: no
progress: 10%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach toward the drawer handle

juni3227/so100_test_cap02_sideway — episode 53, frame 19 (global index 1190825)

task: Put bottle_cap into a cup
state: [-2.3, 192.0, 181.4, 74.7, -87.6, 0.5]
chunk MAE — state-copy: 31.31 | state-copy-norm: 32.18 | bijou@40000_state-masked: 45.10 | bijou@40000_state-masked+fields: 45.47

imageimage2
generated:
subgoal: reach toward the bottle cap on the right side of the table
holding: no
progress: 10%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach toward the white bottle cap on the right

lt-s/so100_train_move_two_blocks_tray_to_matching_dishes — episode 16, frame 20 (global index 1375954)

task: move two blocks tray to matching dishes
state: [5.7, 189.3, 173.1, 56.8, 3.3, -0.1]
chunk MAE — state-copy: 22.88 | state-copy-norm: 23.41 | bijou@40000_state-masked: 24.28 | bijou@40000_state-masked+fields: 23.67

imageimage2
generated:
subgoal: reach into the tray and grasp the red cube
holding: no
progress: 10%
event: none
visible: object 0; gripper 0

labels:
subgoal: reach into the tray and grasp the blue cube

psg777/combinedtape — episode 49, frame 259 (global index 1575985)

task: Pick the red roll and drop it in the blue box
state: [-19.0, 4.0, 24.8, 61.1, 86.5, 2.6]
chunk MAE — state-copy: 4.94 | state-copy-norm: 4.26 | bijou@40000_state-masked: 16.08 | bijou@40000_state-masked+fields: 15.81

imageimage2
generated:
subgoal: lift and carry the roll toward the blue box
holding: yes
progress: 50%
event: none
visible: object 0; gripper 0

labels:
subgoal: lift and carry the roll over the blue box

samsam0510/tooth_extraction_4 — episode 17, frame 32 (global index 1728453)

task: Extarct the molar and put it somewhere.
state: [2.4, 189.8, 170.9, 70.8, -1.1, 0.7]
chunk MAE — state-copy: 19.00 | state-copy-norm: 19.58 | bijou@40000_state-masked: 20.42 | bijou@40000_state-masked+fields: 24.36

imageimage2
generated:
subgoal: lower the forceps toward the dental model
holding: no
progress: 20%
event: none
visible: object 0; gripper 0

labels:
subgoal: lower the pliers toward the dental model

siqiLi/so100_test16 — episode 21, frame 74 (global index 1928887)

task: Pick up the spray and put it in a vertical position.
state: [-18.3, 106.4, 101.4, 76.7, -93.2, 84.5]
chunk MAE — state-copy: 16.09 | state-copy-norm: 16.75 | bijou@40000_state-masked: 21.59 | bijou@40000_state-masked+fields: 21.60

imageimage2
generated:
subgoal: reach toward the lying spray bottle
holding: no
progress: 15%
event: none
visible: none

labels:
subgoal: reach toward the lying spray bottle