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observation.state
list
action
list
observation.tcp
list
ref_dice
list
ref_block
list
ref_block_resid_mm
float32
0.26
0.26
dist_to_target_mm
float32
142
142
success
float32
0
0
outcome
stringclasses
1 value
run_episode
stringclasses
1 value
timestamp
float32
0
34
frame_index
int64
0
34
episode_index
int64
0
0
index
int64
0
34
task_index
int64
0
0
[ 68.15299987792969, 3.759000062942505, 17.086999893188477, 3.183000087738037, -84.18699645996094, -59.7859992980957, 1 ]
[ 67.97976684570312, 3.6242868900299072, 17.33494758605957, 2.844630002975464, -84.04705047607422, -59.67843246459961, 1.0021979808807373 ]
[ 335.1499938964844, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
0
0
0
0
0
[ 68.33062744140625, 2.7428200244903564, 16.035139083862305, 3.0057899951934814, -82.78233337402344, -60.14329147338867, 1 ]
[ 68.16448211669922, 3.3023810386657715, 16.73587989807129, 2.818521022796631, -83.38990783691406, -59.8787841796875, 1.0050159692764282 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
1
1
0
1
0
[ 73.53298950195312, -6.902770042419434, -0.8306699991226196, 5.457859992980957, -66.4189682006836, -66.64927673339844, 1 ]
[ 74.10627746582031, -7.2776689529418945, -2.4294700622558594, 5.385455131530762, -64.87370300292969, -67.1264419555664, 1.0012969970703125 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
2
2
0
2
0
[ 86.16002655029297, -10.30469036102295, -34.84635925292969, 16.872629165649414, -35.013450622558594, -90.0414810180664, 1 ]
[ 86.40390014648438, -10.064285278320312, -36.682891845703125, 17.73688316345215, -33.180145263671875, -91.54776000976562, 1.0015300512313843 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
3
3
0
3
0
[ 87.5860595703125, -9.045849800109863, -40.19746017456055, 20.289859771728516, -30.224199295043945, -95.20464324951172, 1 ]
[ 88.30010223388672, -9.439294815063477, -41.13114929199219, 20.81857681274414, -29.344532012939453, -96.63233184814453, 1.000810980796814 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
4
4
0
4
0
[ 85.87010955810547, -7.7589898109436035, -41.50471878051758, 19.858470916748047, -28.420289993286133, -93.50077056884766, 1 ]
[ 86.64190673828125, -8.502054214477539, -41.418949127197266, 19.865602493286133, -28.599021911621094, -94.29222106933594, 0.999809980392456 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
5
5
0
5
0
[ 84.59220886230469, -7.136079788208008, -41.182430267333984, 18.334430694580078, -28.226839065551758, -90.71475219726562, 1 ]
[ 84.81553649902344, -7.820704936981201, -41.10921096801758, 18.335575103759766, -28.359128952026367, -91.20108032226562, 0.9994869828224182 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
6
6
0
6
0
[ 83.3476791381836, -6.547689914703369, -40.73012161254883, 16.430400848388672, -28.15900993347168, -86.76854705810547, 1 ]
[ 83.50919342041016, -6.832898139953613, -40.67628479003906, 16.299306869506836, -28.18874740600586, -87.27823638916016, 0.9994450211524963 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
7
7
0
7
0
[ 81.85514068603516, -6.171150207519531, -40.37255096435547, 15.055339813232422, -28.137649536132812, -84.38906860351562, 1 ]
[ 82.14656066894531, -6.459670066833496, -40.41439437866211, 15.153338432312012, -28.132062911987305, -85.09988403320312, 0.9996600151062012 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
8
8
0
8
0
[ 81.11582946777344, -5.488470077514648, -39.8537483215332, 12.899279594421387, -28.113929748535156, -80.27021789550781, 1 ]
[ 81.26871490478516, -5.754181861877441, -39.85234832763672, 12.940278053283691, -28.165748596191406, -81.20765686035156, 0.9995239973068237 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
9
9
0
9
0
[ 80.56224060058594, -5.6397600173950195, -39.44947052001953, 11.400019645690918, -28.241710662841797, -77.25430297851562, 1 ]
[ 80.63134765625, -5.935894012451172, -39.428165435791016, 11.450960159301758, -28.285301208496094, -78.10604858398438, 0.9998459815979004 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
10
10
0
10
0
[ 80.245361328125, -5.161779880523682, -39.03314971923828, 9.788260459899902, -28.365400314331055, -74.57778930664062, 1 ]
[ 80.35143280029297, -5.538072109222412, -39.002471923828125, 9.839144706726074, -28.444805145263672, -75.6158447265625, 1.0004390478134155 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
11
11
0
11
0
[ 79.71090698242188, -5.351860046386719, -38.73381042480469, 8.708470344543457, -28.48348045349121, -72.20783233642578, 1 ]
[ 79.82772064208984, -5.696231842041016, -38.7184944152832, 8.843558311462402, -28.58207893371582, -73.159912109375, 1.0007580518722534 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
12
12
0
12
0
[ 79.63408660888672, -5.0377302169799805, -38.30339813232422, 7.181690216064453, -28.740869522094727, -69.86821746826172, 1 ]
[ 79.52490234375, -5.265744209289551, -38.318641662597656, 7.311426162719727, -28.751739501953125, -70.7503890991211, 0.9996640086174011 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
13
13
0
13
0
[ 79.04326629638672, -5.108890056610107, -38.08047103881836, 6.440070152282715, -28.84238052368164, -68.09432220458984, 1 ]
[ 79.1878662109375, -5.53866720199585, -38.147430419921875, 6.820517063140869, -28.868324279785156, -69.35624694824219, 0.9996359944343567 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
14
14
0
14
0
[ 78.85624694824219, -4.718860149383545, -37.819610595703125, 5.362790107727051, -28.9708309173584, -66.62370300292969, 1 ]
[ 78.75765228271484, -4.9561381340026855, -37.83191680908203, 5.528649806976318, -29.033260345458984, -67.24872589111328, 0.998291015625 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
15
15
0
15
0
[ 78.61859130859375, -5.085390090942383, -37.60211944580078, 4.673830032348633, -29.131919860839844, -64.91297912597656, 1 ]
[ 78.74353790283203, -5.437938213348389, -37.702430725097656, 5.188772201538086, -29.134605407714844, -66.65416717529297, 0.9991030097007751 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
16
16
0
16
0
[ 78.36686706542969, -4.1563401222229, -38.303749084472656, 3.8717899322509766, -28.35814094543457, -63.5738410949707, 1 ]
[ 78.28962707519531, -4.7447662353515625, -37.49671936035156, 3.861767053604126, -29.207868576049805, -64.41563415527344, 0.9960560202598572 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
17
17
0
17
0
[ 78.18934631347656, -4.953629970550537, -37.29869079589844, 3.475029945373535, -29.336219787597656, -63.13806915283203, 1 ]
[ 78.24519348144531, -5.317925930023193, -37.42017364501953, 4.091136932373047, -29.316295623779297, -64.9489974975586, 0.9983739852905273 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
18
18
0
18
0
[ 78.33712005615234, -2.0637800693511963, -42.037330627441406, 4.076109886169434, -24.688919067382812, -64.06188201904297, 1 ]
[ 78.43833923339844, -2.387813091278076, -42.43110275268555, 4.295240879058838, -24.1938419342041, -65.01785278320312, 0.9988150000572205 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
19
19
0
19
0
[ 77.92566680908203, -4.1859002113342285, -38.36159896850586, 2.981610059738159, -28.256999969482422, -62.41025161743164, 1 ]
[ 77.98065948486328, -4.150479793548584, -39.12657928466797, 3.222353935241699, -27.56073760986328, -63.4198112487793, 0.9984899759292603 ]
[ 335.1400146484375, 447.3500061035156, 295.8800048828125 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
20
20
0
20
0
[ 78.2358627319336, -1.6785000562667847, -43.50938034057617, 3.6427299976348877, -23.344449996948242, -63.59526824951172, 0 ]
[ 78.10286712646484, -1.8250420093536377, -43.419464111328125, 3.6061179637908936, -23.288286209106445, -65.00495147705078, 0.0017529999604448676 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
21
21
0
21
0
[ 78.27606201171875, -1.6134799718856812, -43.44070816040039, 3.5876801013946533, -23.359769821166992, -63.76430892944336, 0 ]
[ 78.14009857177734, -1.9397460222244263, -43.32781219482422, 3.5884931087493896, -23.394073486328125, -65.17121124267578, 0.0017089999746531248 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
22
22
0
22
0
[ 78.08035278320312, -3.580009937286377, -40.46472930908203, 3.0392000675201416, -26.18998908996582, -64.73519134521484, 0 ]
[ 78.24560546875, -3.6121981143951416, -40.983055114746094, 3.0766220092773438, -25.8094425201416, -66.15159606933594, 0.0010760000441223383 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
23
23
0
23
0
[ 78.23798370361328, -7.276830196380615, -34.5631103515625, 2.4771299362182617, -32.09642028808594, -64.90184783935547, 0 ]
[ 78.71630859375, -7.513999938964844, -34.91846466064453, 2.557497978210449, -31.90081787109375, -66.45231628417969, -0.001623000018298626 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
24
24
0
24
0
[ 78.39710998535156, -12.679369926452637, -24.269079208374023, 1.9535399675369263, -42.437049865722656, -65.07456970214844, 0 ]
[ 79.51513671875, -13.105152130126953, -24.83847999572754, 1.801954984664917, -42.11378479003906, -65.56609344482422, 0.0012329999590292573 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
25
25
0
25
0
[ 78.66841125488281, -12.387129783630371, -24.669679641723633, 1.9117399454116821, -42.07455825805664, -65.67059326171875, 0 ]
[ 79.72969055175781, -12.875343322753906, -24.74127197265625, 1.9100890159606934, -42.21022033691406, -66.30670928955078, 0.0006960000027902424 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
26
26
0
26
0
[ 80.96591186523438, -13.817330360412598, -25.06938934326172, 4.903530120849609, -41.75722122192383, -74.25231170654297, 0 ]
[ 81.8367919921875, -14.326684951782227, -25.079816818237305, 4.866864204406738, -42.07025146484375, -74.34980773925781, 0.0006820000126026571 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
27
27
0
27
0
[ 81.44940185546875, -13.52970027923584, -25.46101951599121, 6.066659927368164, -41.54090118408203, -75.91017150878906, 0 ]
[ 82.2089614868164, -13.958049774169922, -25.54422378540039, 6.394400119781494, -41.77033615112305, -76.44483947753906, -0.000003000000106112566 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
28
28
0
28
0
[ 81.45662689208984, -14.420379638671875, -24.232839584350586, 5.17179012298584, -42.79642105102539, -75.85164642333984, 0 ]
[ 82.43888854980469, -14.708877563476562, -24.946578979492188, 5.492915153503418, -42.26024627685547, -76.18988800048828, 0.0007210000185295939 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
29
29
0
29
0
[ 81.30592346191406, -13.78339958190918, -23.90036964416504, 5.844289779663086, -43.283409118652344, -76.25102996826172, 0 ]
[ 81.76066589355469, -14.122379302978516, -24.619760513305664, 5.747007846832275, -42.69500732421875, -76.05564880371094, -0.0003429999924264848 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
30
30
0
30
0
[ 77.31812286376953, -12.460650444030762, -13.191869735717773, 2.702620029449463, -53.646629333496094, -69.39404296875, 0 ]
[ 77.2340087890625, -12.027778625488281, -13.309259414672852, 2.55903697013855, -53.597694396972656, -69.09484100341797, 0.00044100001105107367 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
31
31
0
31
0
[ 70.21202087402344, -4.606569766998291, 6.373720169067383, -0.9693700075149536, -73.00904083251953, -61.1220703125, 0 ]
[ 69.60142517089844, -4.0578107833862305, 5.116057872772217, -1.2712769508361816, -71.83197021484375, -60.42137145996094, 0.23858800530433655 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
32
32
0
32
0
[ 67.21724700927734, 0.015230000019073486, 12.703120231628418, -1.9170700311660767, -79.29940795898438, -58.27674102783203, 0 ]
[ 66.94036102294922, 0.09956999868154526, 11.220853805541992, -1.9876199960708618, -77.86688232421875, -57.8177375793457, 0.25877198576927185 ]
[ 217.4199981689453, 374.54998779296875, -126.48999786376953 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
33
33
0
33
0
[ 65.24677276611328, 4.3699798583984375, 18.50455093383789, -2.560149908065796, -85.0177230834961, -56.750370025634766, 1 ]
[ 65.47180938720703, 4.220717906951904, 18.451997756958008, -2.3620169162750244, -85.01206970214844, -56.84678649902344, 1.0043669939041138 ]
[ 336.3800048828125, 447.8800048828125, 294.2300109863281 ]
[ 217.6699981689453, 392.5299987792969 ]
[ 240.16000366210938, 512.9099731445312 ]
0.262945
142.399994
0
guard_abort
20260909_223556/000
34
34
0
34
0

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "fps": 1,
    "features": {
        "observation.state": {
            "dtype": "float32",
            "shape": [
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            "names": [
                "J1",
                "J2",
                "J3",
                "J4",
                "J5",
                "J6",
                "gripper"
            ]
        },
        "action": {
            "dtype": "float32",
            "shape": [
                7
            ],
            "names": [
                "dx",
                "dy",
                "dz",
                "dRx",
                "dRy",
                "dRz",
                "gripper"
            ]
        },
        "observation.tcp": {
            "dtype": "float32",
            "shape": [
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            ],
            "names": [
                "X",
                "Y",
                "Z"
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        },
        "ref_dice": {
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        "ref_block": {
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        "ref_block_resid_mm": {
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        },
        "dist_to_target_mm": {
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        },
        "success": {
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        "outcome": {
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        "run_episode": {
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        "observation.images.cam0": {
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            "names": [
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            "info": {
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        "observation.images.cam1": {
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                "video.extra_options": {},
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        },
        "observation.images.gripper": {
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            "names": [
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            "info": {
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                "video.width": 640,
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                "video.fps": 1,
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                "video.extra_options": {},
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        "timestamp": {
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        "frame_index": {
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        "episode_index": {
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            "names": null
        },
        "index": {
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        },
        "task_index": {
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            "names": null
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    },
    "total_episodes": 1,
    "total_frames": 35,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 200,
    "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
    "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
    "robot_type": "fanuc_crx5ia",
    "splits": {
        "train": "0:1"
    }
}

Citation

BibTeX:

[More Information Needed]

Evaluation metrics

Metrics as defined in fanuc_control/inference/score.py (episode_metrics per episode, summarize for the run). Full record: logs/20260909_223556_metrics.json.

  • successes: 0 / 1 scored-and-surveyed episodes (Wilson 95%: 0.00 to 0.79); n scored = 1
  • stage_at_least (stages 0..6): [1, 1, 1, 1, 1, 0, 0]
  • failure classes: {'GRASP_DROP': 1} | details: {'early_release': 1}
  • median t_reach 10 s, median t_grasp 17 s
ep outcome success steps d_min mm dice moved mm progress stage class detail t_grasp s
0 guard_abort False 1050 8.7 129.14 0.93 4 GRASP_DROP early_release 17
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