{ "definition": "train-mix ablation: models trained on the full training set rollouts only / demos only / demos + rollouts (mix), 3 seeds each; scored on the test rollouts and the test demos against raw P&W gold with the release grader counting. value = seed mean, sd = over seeds; CIs and deltas: 95% paired episode bootstrap (1000 draws, same draws for every regime and seed), delta = regime - mix.", "cells": { "rollouts": { "connect-dc-jack": { "n": 216, "gold_failed_attempts": 316, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.9179902873626172, "sd": 0.004172036838759419, "seeds": [ 0.9134078212290503, 0.9215686274509803, 0.9189944134078212 ], "lo": 0.8922545418143273, "hi": 0.9390327274799347 }, "boundary_err_s": { "mean": 0.3381539927655843, "sd": 0.0033375119894000975, "seeds": [ 0.3420020964360588, 0.3364117647058823, 0.33604811715481175 ], "lo": 0.31225122734904287, "hi": 0.3653144590556622 }, "boundary_recall": { "mean": 0.9695121951219513, "sd": 0.0020325203252032353, "seeds": [ 0.9695121951219512, 0.967479674796748, 0.9715447154471545 ], "lo": 0.9530558004975319, "hi": 0.9827490627765656 }, "failed_f1": { "mean": 0.8660968082964612, "sd": 0.0038543253874194472, "seeds": [ 0.8634222919937206, 0.8643533123028391, 0.8705148205928237 ], "lo": 0.8311562389135361, "hi": 0.9025562316179275 }, "failed_precision": { "mean": 0.8589315259673221, "sd": 0.002502028753665124, "seeds": [ 0.8566978193146417, 0.8616352201257862, 0.8584615384615385 ], "lo": 0.8124529555439949, "hi": 0.9065259769558907 }, "failed_recall": { "mean": 0.8734177215189872, "sd": 0.008372630731217103, "seeds": [ 0.870253164556962, 0.8670886075949367, 0.8829113924050633 ], "lo": 0.837890550494194, "hi": 0.9052311524748802 } }, "rollouts": { "seg_f1_iou80": { "mean": 0.9239367482813309, "sd": 0.002040430886409659, "seeds": [ 0.9239357990230286, 0.9259776536312849, 0.9218967921896792 ], "lo": 0.8993516191840172, "hi": 0.9458592087030411, "delta_vs_mix": { "value": 0.0059464609187136475, "lo": -0.001015816628932953, "hi": 0.013382174074649809, "p": 0.102 } }, "boundary_err_s": { "mean": 0.3234490149930264, "sd": 0.0012851178108374578, "seeds": [ 0.32405624999999977, 0.32197280334728023, 0.32431799163179914 ], "lo": 0.2967989906668663, "hi": 0.351893512904644, "delta_vs_mix": { "value": -0.014704977772557859, "lo": -0.02417164146900177, "hi": -0.004466402530670166, "p": 0.004 } }, "boundary_recall": { "mean": 0.97289972899729, "sd": 0.002346952313778947, "seeds": [ 0.975609756097561, 0.9715447154471545, 0.9715447154471545 ], "lo": 0.9567626997828483, "hi": 0.986024583876133, "delta_vs_mix": { "value": 0.003387533875338744, "lo": -0.0006462171673774719, "hi": 0.00843966156244278, "p": 0.15 } }, "failed_f1": { "mean": 0.878837804561949, "sd": 0.0021464746125526434, "seeds": [ 0.88125, 0.8771384136858476, 0.878125 ], "lo": 0.8452333107590675, "hi": 0.9115921705961227, "delta_vs_mix": { "value": 0.012740996265487858, "lo": 0.0016704440116882325, "hi": 0.02618049085140228, "p": 0.02 } }, "failed_precision": { "mean": 0.8666798806961906, "sd": 0.004026652246106527, "seeds": [ 0.8703703703703703, 0.8623853211009175, 0.8672839506172839 ], "lo": 0.822650970518589, "hi": 0.9137266784906387, "delta_vs_mix": { "value": 0.007748354728868478, "lo": -0.0038597643375396728, "hi": 0.020500922203063963, "p": 0.226 } }, "failed_recall": { "mean": 0.8913502109704642, "sd": 0.0018270578138912307, "seeds": [ 0.8924050632911392, 0.8924050632911392, 0.8892405063291139 ], "lo": 0.8591119229793549, "hi": 0.9223315313458442, "delta_vs_mix": { "value": 0.017932489451476963, "lo": 0.004192174971103668, "hi": 0.03623419851064682, "p": 0.01 } } }, "demos": { "seg_f1_iou80": { "mean": 0.850652552708091, "sd": 0.008133155805146654, "seeds": [ 0.8573378839590444, 0.853021978021978, 0.8415977961432507 ], "lo": 0.8229348212480545, "hi": 0.8784436747431755, "delta_vs_mix": { "value": -0.0673377346545262, "lo": -0.09008488357067108, "hi": -0.04328017085790634, "p": 0.0 } }, "boundary_err_s": { "mean": 0.48695109287237637, "sd": 0.010400787264527925, "seeds": [ 0.4970974576271187, 0.47631330472103, 0.48744251626898044 ], "lo": 0.45156277865171435, "hi": 0.5247963041067123, "delta_vs_mix": { "value": 0.1487971001067921, "lo": 0.11704907789826394, "hi": 0.18123788982629777, "p": 0.0 } }, "boundary_recall": { "mean": 0.9478319783197833, "sd": 0.011194249079849793, "seeds": [ 0.959349593495935, 0.9471544715447154, 0.9369918699186992 ], "lo": 0.9287067919969558, "hi": 0.9658156737685204, "delta_vs_mix": { "value": -0.02168021680216803, "lo": -0.03689001649618149, "hi": -0.006879375874996192, "p": 0.004 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.8660968082964612, "lo": -0.9025562316179275, "hi": -0.8311562389135361, "p": 0.0 } }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.8734177215189872, "lo": -0.9052311524748802, "hi": -0.837890550494194, "p": 0.0 } } } } }, "sort-screws-into-bins": { "n": 156, "gold_failed_attempts": 791, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.7924449718335231, "sd": 0.005794967028234518, "seeds": [ 0.7865612648221344, 0.7926267281105991, 0.7981469225678358 ], "lo": 0.7445774182677269, "hi": 0.8350721016526222 }, "boundary_err_s": { "mean": 0.2774659218585769, "sd": 0.0044337176597863395, "seeds": [ 0.2780092421441773, 0.28160294117647033, 0.2727855822550829 ], "lo": 0.251448792219162, "hi": 0.3093641191720963 }, "boundary_recall": { "mean": 0.954225352112676, "sd": 0.0030493852245930576, "seeds": [ 0.9524647887323944, 0.9577464788732394, 0.9524647887323944 ], "lo": 0.9325758531689644, "hi": 0.9729469224810601 }, "failed_f1": { "mean": 0.8519757531346794, "sd": 0.007838255884973137, "seeds": [ 0.8448598130841122, 0.8506900878293601, 0.8603773584905661 ], "lo": 0.8211347162723541, "hi": 0.8823959350585937 }, "failed_precision": { "mean": 0.8444425563255608, "sd": 0.011573510956490453, "seeds": [ 0.8329238329238329, 0.8443337484433375, 0.8560700876095119 ], "lo": 0.8127387315034866, "hi": 0.8779462486505508 }, "failed_recall": { "mean": 0.8596713021491782, "sd": 0.004379395215092021, "seeds": [ 0.8571428571428571, 0.8571428571428571, 0.8647281921618205 ], "lo": 0.8245250076055527, "hi": 0.89329135119915 } }, "rollouts": { "seg_f1_iou80": { "mean": 0.7791322389962935, "sd": 0.009553557429227786, "seeds": [ 0.7711475409836066, 0.7897165458141068, 0.7765326301911668 ], "lo": 0.7293716922402382, "hi": 0.8237077414989471, "delta_vs_mix": { "value": -0.013312732837229668, "lo": -0.024382093548774717, "hi": -0.002853851020336152, "p": 0.008 } }, "boundary_err_s": { "mean": 0.2839334488090124, "sd": 0.004292746941163317, "seeds": [ 0.2797103321033211, 0.28379742173112343, 0.2882925925925926 ], "lo": 0.25638835951685907, "hi": 0.3167285405099392, "delta_vs_mix": { "value": 0.006467526950435509, "lo": -0.0036260172724723815, "hi": 0.017367949336767195, "p": 0.254 } }, "boundary_recall": { "mean": 0.9536384976525821, "sd": 0.0026893049853027435, "seeds": [ 0.954225352112676, 0.9559859154929577, 0.9507042253521126 ], "lo": 0.9322526559233666, "hi": 0.9722797706723213, "delta_vs_mix": { "value": -0.0005868544600938774, "lo": -0.009148296713829041, "hi": 0.008828058838844298, "p": 0.946 } }, "failed_f1": { "mean": 0.8467839123945874, "sd": 0.004775330928243017, "seeds": [ 0.8425637834474176, 0.8519675202998126, 0.8458204334365325 ], "lo": 0.8159617736935616, "hi": 0.8776667788624763, "delta_vs_mix": { "value": -0.005191840740092046, "lo": -0.01245257705450058, "hi": 0.0011933937668800346, "p": 0.122 } }, "failed_precision": { "mean": 0.8335052221775682, "sd": 0.0073454950750018524, "seeds": [ 0.8296568627450981, 0.8419753086419753, 0.8288834951456311 ], "lo": 0.7991774082183838, "hi": 0.8674550503492355, "delta_vs_mix": { "value": -0.010937334147992583, "lo": -0.021202202141284942, "hi": -0.0012704446911811851, "p": 0.02 } }, "failed_recall": { "mean": 0.8605141171512853, "sd": 0.0040639067682228976, "seeds": [ 0.8558786346396966, 0.8621997471554994, 0.8634639696586599 ], "lo": 0.8270941913127899, "hi": 0.8937200337648391, "delta_vs_mix": { "value": 0.0008428150021071446, "lo": -0.006921452283859253, "hi": 0.0077947542071342465, "p": 0.882 } } }, "demos": { "seg_f1_iou80": { "mean": 0.6723115815535957, "sd": 0.0016021897111439978, "seeds": [ 0.6704761904761904, 0.673430564362714, 0.6730279898218829 ], "lo": 0.6203201025724411, "hi": 0.7195385947823525, "delta_vs_mix": { "value": -0.12013339027992742, "lo": -0.15316952913999557, "hi": -0.08749206364154816, "p": 0.0 } }, "boundary_err_s": { "mean": 0.35336895139436014, "sd": 0.0026902599952970518, "seeds": [ 0.35093542435424313, 0.35291360294117646, 0.35625782688766094 ], "lo": 0.31462631449103357, "hi": 0.3982060097157955, "delta_vs_mix": { "value": 0.07590302953578326, "lo": 0.044489350914955136, "hi": 0.1081019751727581, "p": 0.0 } }, "boundary_recall": { "mean": 0.9559859154929576, "sd": 0.0017605633802816878, "seeds": [ 0.954225352112676, 0.9577464788732394, 0.9559859154929577 ], "lo": 0.9362100422382355, "hi": 0.9739188238978386, "delta_vs_mix": { "value": 0.0017605633802816323, "lo": -0.014974859356880187, "hi": 0.018079103529453276, "p": 0.9 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.8519757531346794, "lo": -0.8823959350585937, "hi": -0.8211347162723541, "p": 0.0 } }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.8596713021491782, "lo": -0.89329135119915, "hi": -0.8245250076055527, "p": 0.0 } } } } }, "pour-screws-into-funnel": { "n": 360, "gold_failed_attempts": 267, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.9448002350628193, "sd": 0.002711765689371084, "seeds": [ 0.9466501240694789, 0.9460632362058277, 0.9416873449131513 ], "lo": 0.9251422688364983, "hi": 0.9632232487201691 }, "boundary_err_s": { "mean": 0.19265821812596004, "sd": 0.003943287257444968, "seeds": [ 0.19229723502304147, 0.19676958525345623, 0.18890783410138245 ], "lo": 0.17548873387277125, "hi": 0.2109707858413458 }, "boundary_recall": { "mean": 0.9580573951434879, "sd": 0.0, "seeds": [ 0.9580573951434879, 0.9580573951434879, 0.9580573951434879 ], "lo": 0.9298216059803963, "hi": 0.9817849278450013 }, "failed_f1": { "mean": 0.7937780324721491, "sd": 0.004064099978882716, "seeds": [ 0.796844181459566, 0.7891682785299806, 0.7953216374269005 ], "lo": 0.7432886883616447, "hi": 0.842470982670784 }, "failed_precision": { "mean": 0.8289783197831978, "sd": 0.012835790106432021, "seeds": [ 0.8416666666666667, 0.816, 0.8292682926829268 ], "lo": 0.779344442486763, "hi": 0.8764010652899742 }, "failed_recall": { "mean": 0.7615480649188514, "sd": 0.004324721117525297, "seeds": [ 0.7565543071161048, 0.7640449438202247, 0.7640449438202247 ], "lo": 0.695645497739315, "hi": 0.825096096098423 } }, "rollouts": { "seg_f1_iou80": { "mean": 0.9479323923051403, "sd": 0.0034783067552153564, "seeds": [ 0.9511440940012369, 0.9442379182156134, 0.9484151646985706 ], "lo": 0.9294451504945755, "hi": 0.9660658225417137, "delta_vs_mix": { "value": 0.0031321572423209654, "lo": -0.0026265621185302735, "hi": 0.009490247070789336, "p": 0.312 } }, "boundary_err_s": { "mean": 0.18504462946206945, "sd": 0.0016710731771157573, "seeds": [ 0.1834360730593608, 0.1867718894009216, 0.1849259259259259 ], "lo": 0.16852155029773713, "hi": 0.20299097523093224, "delta_vs_mix": { "value": -0.007613588663890586, "lo": -0.015226363763213157, "hi": 9.329691529273665e-05, "p": 0.054 } }, "boundary_recall": { "mean": 0.9595290654893304, "sd": 0.006744040757845274, "seeds": [ 0.9668874172185431, 0.9580573951434879, 0.9536423841059603 ], "lo": 0.9329050838947296, "hi": 0.9813306972384452, "delta_vs_mix": { "value": 0.0014716703458425018, "lo": -0.00469571053981781, "hi": 0.009804464876651764, "p": 0.872 } }, "failed_f1": { "mean": 0.7767109337861869, "sd": 0.02105845075601236, "seeds": [ 0.7884615384615384, 0.789272030651341, 0.7523992322456814 ], "lo": 0.7256174415349961, "hi": 0.8258106067776679, "delta_vs_mix": { "value": -0.017067098685962123, "lo": -0.037089581787586215, "hi": 0.0040326982736587505, "p": 0.118 } }, "failed_precision": { "mean": 0.7965911201346286, "sd": 0.021630824901118548, "seeds": [ 0.8102766798418972, 0.807843137254902, 0.7716535433070866 ], "lo": 0.7451897844672203, "hi": 0.8477207645773888, "delta_vs_mix": { "value": -0.032387199648569176, "lo": -0.055371662974357604, "hi": -0.009964072704315189, "p": 0.01 } }, "failed_recall": { "mean": 0.7578027465667915, "sd": 0.020627605046015348, "seeds": [ 0.7677902621722846, 0.7715355805243446, 0.7340823970037453 ], "lo": 0.6916685119271279, "hi": 0.8208377838134766, "delta_vs_mix": { "value": -0.0037453183520599342, "lo": -0.025927503407001496, "hi": 0.0201296329498291, "p": 0.758 } } }, "demos": { "seg_f1_iou80": { "mean": 0.8082970222637723, "sd": 0.009899894417310623, "seeds": [ 0.8063194850789935, 0.799535153980244, 0.8190364277320799 ], "lo": 0.7728435069322586, "hi": 0.8409937649965287, "delta_vs_mix": { "value": -0.13650321279904698, "lo": -0.1681655153632164, "hi": -0.10748620331287384, "p": 0.0 } }, "boundary_err_s": { "mean": 0.3241011775263014, "sd": 0.004419887757318899, "seeds": [ 0.32057272727272723, 0.3290588235294117, 0.3226719817767653 ], "lo": 0.30049510970711707, "hi": 0.349021615087986, "delta_vs_mix": { "value": 0.13144295940034137, "lo": 0.11195140220224857, "hi": 0.15207603499293326, "p": 0.0 } }, "boundary_recall": { "mean": 0.9720382634289919, "sd": 0.003372020378922637, "seeds": [ 0.9713024282560706, 0.9757174392935982, 0.9690949227373068 ], "lo": 0.9551132827997207, "hi": 0.987272597849369, "delta_vs_mix": { "value": 0.013980868285504044, "lo": -0.0007375523447990418, "hi": 0.032812415063381194, "p": 0.078 } }, "failed_f1": { "mean": 0.0024875621890547263, "sd": 0.0043085840984300435, "seeds": [ 0.007462686567164179, 0.0, 0.0 ], "lo": 0.0, "hi": 0.007751937955617905, "delta_vs_mix": { "value": -0.7912904702830943, "lo": -0.8416559141944162, "hi": -0.7415503337979317, "p": 0.0 } }, "failed_precision": { "mean": 1.0, "sd": NaN, "seeds": [ 1.0, NaN, NaN ], "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.1710216802168022, "lo": 0.12445086240768433, "hi": 0.22116595655679702, "p": 0.0 } }, "failed_recall": { "mean": 0.0012484394506866417, "sd": 0.0021623605587626432, "seeds": [ 0.003745318352059925, 0.0, 0.0 ], "lo": 0.0, "hi": 0.003921568859368563, "delta_vs_mix": { "value": -0.7602996254681648, "lo": -0.8237754711823072, "hi": -0.6947125743492507, "p": 0.0 } } } } }, "route-cable-through-closed-hoops": { "n": 156, "gold_failed_attempts": 227, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.8969162995594714, "sd": 0.0017621145374449032, "seeds": [ 0.8951541850220265, 0.8969162995594714, 0.8986784140969163 ], "lo": 0.8632027968764305, "hi": 0.9292325481772423 }, "boundary_err_s": { "mean": 0.27446955010197566, "sd": 0.005440425554299207, "seeds": [ 0.2701476683937824, 0.2805788113695089, 0.2726821705426357 ], "lo": 0.24834006950259208, "hi": 0.3006991125643253 }, "boundary_recall": { "mean": 0.957095709570957, "sd": 0.0014290848247267977, "seeds": [ 0.9554455445544554, 0.9579207920792079, 0.9579207920792079 ], "lo": 0.9358632594347001, "hi": 0.9776098281145096 }, "failed_f1": { "mean": 0.793531119358934, "sd": 0.002845511624975213, "seeds": [ 0.7956043956043956, 0.7902869757174393, 0.7947019867549668 ], "lo": 0.7323095217347145, "hi": 0.8524191841483116 }, "failed_precision": { "mean": 0.794118408114682, "sd": 0.00222370949833681, "seeds": [ 0.793859649122807, 0.7920353982300885, 0.7964601769911505 ], "lo": 0.7226601526141166, "hi": 0.865297582745552 }, "failed_recall": { "mean": 0.7929515418502202, "sd": 0.0044052863436123135, "seeds": [ 0.7973568281938326, 0.788546255506608, 0.7929515418502202 ], "lo": 0.7333264335989952, "hi": 0.8558139801025391 } }, "rollouts": { "seg_f1_iou80": { "mean": 0.8996734619495411, "sd": 0.0013396003527614134, "seeds": [ 0.9002647837599294, 0.9006156552330695, 0.8981399468556245 ], "lo": 0.8676225140690803, "hi": 0.9310242265462876, "delta_vs_mix": { "value": 0.002757162390069734, "lo": -0.007193030416965484, "hi": 0.01270271688699722, "p": 0.574 } }, "boundary_err_s": { "mean": 0.26010780043599685, "sd": 0.003944269166764847, "seeds": [ 0.2621619537275065, 0.255560411311054, 0.26260103626943004 ], "lo": 0.23464548252522946, "hi": 0.2867104016244411, "delta_vs_mix": { "value": -0.014361749665978807, "lo": -0.024479393661022187, "hi": -0.00420266091823578, "p": 0.008 } }, "boundary_recall": { "mean": 0.9603960396039604, "sd": 0.004287254474180393, "seeds": [ 0.9628712871287128, 0.9628712871287128, 0.9554455445544554 ], "lo": 0.9388704150915146, "hi": 0.9793517157435417, "delta_vs_mix": { "value": 0.0033003300330033403, "lo": -0.005849097669124603, "hi": 0.012225720286369323, "p": 0.518 } }, "failed_f1": { "mean": 0.7979974001226307, "sd": 0.004438412806472997, "seeds": [ 0.7991266375545851, 0.7931034482758621, 0.801762114537445 ], "lo": 0.7411065205931664, "hi": 0.854518572986126, "delta_vs_mix": { "value": 0.004466280763696706, "lo": -0.01487559974193573, "hi": 0.025041779875755305, "p": 0.7 } }, "failed_precision": { "mean": 0.7901137382540382, "sd": 0.012824276213968021, "seeds": [ 0.7922077922077922, 0.7763713080168776, 0.801762114537445 ], "lo": 0.7197305947542191, "hi": 0.8560891553759574, "delta_vs_mix": { "value": -0.00400466986064385, "lo": -0.035302546620368955, "hi": 0.02829603850841522, "p": 0.786 } }, "failed_recall": { "mean": 0.8061674008810572, "sd": 0.0044052863436123135, "seeds": [ 0.8061674008810573, 0.8105726872246696, 0.801762114537445 ], "lo": 0.7529612988233566, "hi": 0.8654508411884307, "delta_vs_mix": { "value": 0.013215859030836996, "lo": 0.0, "hi": 0.027656646072864534, "p": 0.058 } } }, "demos": { "seg_f1_iou80": { "mean": 0.7755841120343977, "sd": 0.011147264230496029, "seeds": [ 0.7774936061381074, 0.7636054421768708, 0.7856532877882152 ], "lo": 0.7372589275240898, "hi": 0.810797455906868, "delta_vs_mix": { "value": -0.12133218752507369, "lo": -0.15229689925909043, "hi": -0.09422770887613297, "p": 0.0 } }, "boundary_err_s": { "mean": 0.367762552655269, "sd": 0.006306468746865404, "seeds": [ 0.36811345646438015, 0.37388624338624354, 0.36128795811518327 ], "lo": 0.33917990177869795, "hi": 0.39770072549581525, "delta_vs_mix": { "value": 0.09329300255329337, "lo": 0.06744867339730262, "hi": 0.11636939272284506, "p": 0.0 } }, "boundary_recall": { "mean": 0.9397689768976898, "sd": 0.005152638612539892, "seeds": [ 0.9381188118811881, 0.9356435643564357, 0.9455445544554455 ], "lo": 0.9205838978290558, "hi": 0.9603790298104287, "delta_vs_mix": { "value": -0.01732673267326723, "lo": -0.03512731492519379, "hi": 0.0009163454174995417, "p": 0.072 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.793531119358934, "lo": -0.8524191841483116, "hi": -0.7323095217347145, "p": 0.0 } }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.7929515418502202, "lo": -0.8558139801025391, "hi": -0.7333264335989952, "p": 0.0 } } } } }, "open-toolbox-with-screwdriver": { "n": 186, "gold_failed_attempts": 249, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.8789691923817755, "sd": 0.0022464357900680697, "seeds": [ 0.8771929824561403, 0.8814944541739638, 0.8782201405152225 ], "lo": 0.8552041560411453, "hi": 0.9019520327448844 }, "boundary_err_s": { "mean": 0.23946623050829463, "sd": 0.003018049502526697, "seeds": [ 0.2427442572741194, 0.23885168195718665, 0.2368027522935779 ], "lo": 0.22003239244222642, "hi": 0.2587652690708637 }, "boundary_recall": { "mean": 0.9770802192326856, "sd": 0.0008630048866811002, "seeds": [ 0.976083707025411, 0.9775784753363229, 0.9775784753363229 ], "lo": 0.964408378303051, "hi": 0.9882045775651932 }, "failed_f1": { "mean": 0.7392175210442259, "sd": 0.009270538044921511, "seeds": [ 0.7410526315789474, 0.7291666666666666, 0.7474332648870636 ], "lo": 0.683366847038269, "hi": 0.7906789004802703 }, "failed_precision": { "mean": 0.7670142339585339, "sd": 0.010779640331467293, "seeds": [ 0.7787610619469026, 0.7575757575757576, 0.7647058823529411 ], "lo": 0.7067613556981087, "hi": 0.8225077599287033 }, "failed_recall": { "mean": 0.713520749665328, "sd": 0.015204573884338081, "seeds": [ 0.7068273092369478, 0.7028112449799196, 0.7309236947791165 ], "lo": 0.6420452922582627, "hi": 0.7807833313941955 } }, "rollouts": { "seg_f1_iou80": { "mean": 0.8826546417975072, "sd": 0.005569530588296532, "seeds": [ 0.8778492109877265, 0.8813559322033898, 0.8887587822014051 ], "lo": 0.8603698506951332, "hi": 0.9053927108645439, "delta_vs_mix": { "value": 0.0036854494157316786, "lo": -0.010212083160877227, "hi": 0.015614078938961029, "p": 0.562 } }, "boundary_err_s": { "mean": 0.23768760554007243, "sd": 0.0009661135847866036, "seeds": [ 0.2377652439024388, 0.23668501529051975, 0.23861255742725868 ], "lo": 0.22082653418183326, "hi": 0.2543388843536377, "delta_vs_mix": { "value": -0.0017786249682222033, "lo": -0.011408737301826477, "hi": 0.008552665263414382, "p": 0.72 } }, "boundary_recall": { "mean": 0.9780767314399602, "sd": 0.002283296310391548, "seeds": [ 0.9805680119581465, 0.9775784753363229, 0.976083707025411 ], "lo": 0.9642852932214737, "hi": 0.9888011112809181, "delta_vs_mix": { "value": 0.0009965122072745913, "lo": -0.002912066876888275, "hi": 0.004740287363529204, "p": 0.74 } }, "failed_f1": { "mean": 0.7385054235689514, "sd": 0.005712855147294322, "seeds": [ 0.7350096711798839, 0.7354085603112841, 0.7450980392156863 ], "lo": 0.6854847371578217, "hi": 0.7894458115100861, "delta_vs_mix": { "value": -0.0007120974752744536, "lo": -0.039595195651054384, "hi": 0.04272105246782301, "p": 0.892 } }, "failed_precision": { "mean": 0.7167107065698041, "sd": 0.009979395252645538, "seeds": [ 0.7089552238805971, 0.7132075471698113, 0.7279693486590039 ], "lo": 0.6544459328055382, "hi": 0.7739268556237221, "delta_vs_mix": { "value": -0.050303527388729785, "lo": -0.09066063016653061, "hi": -0.011612923443317415, "p": 0.008 } }, "failed_recall": { "mean": 0.7617135207496654, "sd": 0.002318675779878044, "seeds": [ 0.7630522088353414, 0.7590361445783133, 0.7630522088353414 ], "lo": 0.7021229505538941, "hi": 0.8205204322934151, "delta_vs_mix": { "value": 0.048192771084337394, "lo": 0.00140044242143631, "hi": 0.10228537470102309, "p": 0.044 } } }, "demos": { "seg_f1_iou80": { "mean": 0.7852928004965855, "sd": 0.005025014317350417, "seeds": [ 0.7906458797327395, 0.7845551203133744, 0.7806774014436424 ], "lo": 0.7520949751138687, "hi": 0.8178386837244034, "delta_vs_mix": { "value": -0.09367639188519006, "lo": -0.12110384106636048, "hi": -0.06729951053857804, "p": 0.0 } }, "boundary_err_s": { "mean": 0.2804555832351964, "sd": 0.002250203597344644, "seeds": [ 0.28208721804511283, 0.28139097744360897, 0.2778885542168675 ], "lo": 0.2557144820690155, "hi": 0.3053807258605957, "delta_vs_mix": { "value": 0.040989352726901795, "lo": 0.027524099871516227, "hi": 0.05572049394249916, "p": 0.0 } }, "boundary_recall": { "mean": 0.9935226706527155, "sd": 0.000863004886681036, "seeds": [ 0.9940209267563528, 0.9940209267563528, 0.992526158445441 ], "lo": 0.9869695663452148, "hi": 0.9984056010842324, "delta_vs_mix": { "value": 0.01644245142002987, "lo": 0.006932438910007477, "hi": 0.026912622153759003, "p": 0.0 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.7392175210442259, "lo": -0.7906789004802703, "hi": -0.683366847038269, "p": 0.0 } }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": -0.713520749665328, "lo": -0.7807833313941955, "hi": -0.6420452922582627, "p": 0.0 } } } } } }, "demos": { "connect-dc-jack": { "n": 61, "gold_failed_attempts": 0, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.983606557377049, "sd": 0.002049180327868827, "seeds": [ 0.9815573770491803, 0.985655737704918, 0.9836065573770492 ], "lo": 0.9706284403800964, "hi": 0.994535505771637 }, "boundary_err_s": { "mean": 0.3129553990610329, "sd": 0.0029841553335087146, "seeds": [ 0.31602582159624415, 0.31006572769953056, 0.312774647887324 ], "lo": 0.2854935273528099, "hi": 0.34119549542665484 }, "boundary_recall": { "mean": 0.9976580796252928, "sd": 1.3597399555105182e-16, "seeds": [ 0.9976580796252927, 0.9976580796252927, 0.9976580796252927 ], "lo": 0.9929742217063904, "hi": 1.0 }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "rollouts": { "seg_f1_iou80": { "mean": 0.9105191256830601, "sd": 0.003130174655024442, "seeds": [ 0.9139344262295082, 0.9077868852459017, 0.9098360655737705 ], "lo": 0.8838797807693481, "hi": 0.9337431788444519, "delta_vs_mix": { "value": -0.0730874316939889, "lo": -0.09562838077545166, "hi": -0.05191260427236557, "p": 0.0 } }, "boundary_err_s": { "mean": 0.4428250980392156, "sd": 0.0032552516703228266, "seeds": [ 0.4464917647058822, 0.44170823529411757, 0.4402752941176469 ], "lo": 0.41079735681414603, "hi": 0.47767669782042504, "delta_vs_mix": { "value": 0.12986969897818268, "lo": 0.10452304482460022, "hi": 0.15213051289319993, "p": 0.0 } }, "boundary_recall": { "mean": 0.9953161592505855, "sd": 0.0, "seeds": [ 0.9953161592505855, 0.9953161592505855, 0.9953161592505855 ], "lo": 0.9890710115432739, "hi": 1.0, "delta_vs_mix": { "value": -0.0023419203747073736, "lo": -0.005464494228363037, "hi": 0.0, "p": 0.306 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 0.9849726775956285, "sd": 0.0011830948139131528, "seeds": [ 0.985655737704918, 0.9836065573770492, 0.985655737704918 ], "lo": 0.9726605117321014, "hi": 0.994535505771637, "delta_vs_mix": { "value": 0.001366120218579403, "lo": -0.007513642311096191, "hi": 0.009562849998474121, "p": 0.854 } }, "boundary_err_s": { "mean": 0.3090336463223786, "sd": 0.0011244752188980878, "seeds": [ 0.3092629107981219, 0.3078122065727699, 0.310025821596244 ], "lo": 0.2791966810822487, "hi": 0.339192670583725, "delta_vs_mix": { "value": -0.003921752738654305, "lo": -0.017737173289060593, "hi": 0.010174583643674847, "p": 0.62 } }, "boundary_recall": { "mean": 0.9976580796252928, "sd": 1.3597399555105182e-16, "seeds": [ 0.9976580796252927, 0.9976580796252927, 0.9976580796252927 ], "lo": 0.9929742217063904, "hi": 1.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } } } }, "sort-screws-into-bins": { "n": 59, "gold_failed_attempts": 0, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.9410256410256409, "sd": 0.01025641025641022, "seeds": [ 0.9307692307692308, 0.9512820512820512, 0.941025641025641 ], "lo": 0.9160327017307281, "hi": 0.9638389080762862 }, "boundary_err_s": { "mean": 0.14696544715447157, "sd": 0.005147730506007763, "seeds": [ 0.15055182926829272, 0.1410670731707317, 0.14927743902439028 ], "lo": 0.13582174628973007, "hi": 0.1583211526274681 }, "boundary_recall": { "mean": 0.9969604863221885, "sd": 0.0, "seeds": [ 0.9969604863221885, 0.9969604863221885, 0.9969604863221885 ], "lo": 0.9906527653336525, "hi": 1.0 }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "rollouts": { "seg_f1_iou80": { "mean": 0.8382863641699271, "sd": 0.02244886602762131, "seeds": [ 0.861850443599493, 0.8358585858585859, 0.8171500630517023 ], "lo": 0.8031698375940323, "hi": 0.8713471129536629, "delta_vs_mix": { "value": -0.10273927685571382, "lo": -0.13055364042520523, "hi": -0.07729022651910783, "p": 0.0 } }, "boundary_err_s": { "mean": 0.22018744474115337, "sd": 0.00837610472670467, "seeds": [ 0.2180518292682927, 0.21308588957055213, 0.22942461538461523 ], "lo": 0.20345693044364452, "hi": 0.23845719285309314, "delta_vs_mix": { "value": 0.0732219975866818, "lo": 0.05411236770451069, "hi": 0.09240307584404946, "p": 0.0 } }, "boundary_recall": { "mean": 0.9918946301925026, "sd": 0.0046429338348083675, "seeds": [ 0.9969604863221885, 0.9908814589665653, 0.9878419452887538 ], "lo": 0.9800904259085655, "hi": 1.0, "delta_vs_mix": { "value": -0.005065856129685908, "lo": -0.01444786787033081, "hi": 0.0, "p": 0.232 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0 }, "failed_precision": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0 }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 0.9401182079845318, "sd": 0.0015717201316677813, "seeds": [ 0.9383033419023136, 0.941025641025641, 0.941025641025641 ], "lo": 0.9116795793175697, "hi": 0.9643237188458442, "delta_vs_mix": { "value": -0.0009074330411090736, "lo": -0.014268566668033599, "hi": 0.01385446637868881, "p": 0.906 } }, "boundary_err_s": { "mean": 0.14296024739388513, "sd": 0.0014418168402191176, "seeds": [ 0.1439417177914113, 0.14363414634146343, 0.14130487804878067 ], "lo": 0.13043382279574872, "hi": 0.15571996495127677, "delta_vs_mix": { "value": -0.004005199760586442, "lo": -0.01690664291381836, "hi": 0.009131950512528419, "p": 0.554 } }, "boundary_recall": { "mean": 0.9949341438703141, "sd": 0.0035097280801801283, "seeds": [ 0.9908814589665653, 0.9969604863221885, 0.9969604863221885 ], "lo": 0.986472001671791, "hi": 1.0, "delta_vs_mix": { "value": -0.0020263424518743856, "lo": -0.00619196891784668, "hi": 0.0, "p": 0.694 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } } } }, "pour-screws-into-funnel": { "n": 57, "gold_failed_attempts": 0, "regimes": { "mix": { "seg_f1_iou80": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0 }, "boundary_err_s": { "mean": 0.12850000000000006, "sd": 0.0035118845842842233, "seeds": [ 0.12532456140350884, 0.13227192982456143, 0.1279035087719299 ], "lo": 0.10791228041052818, "hi": 0.15132039375603198 }, "boundary_recall": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0 }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "rollouts": { "seg_f1_iou80": { "mean": 0.9610136452241717, "sd": 0.003376317363682054, "seeds": [ 0.9590643274853801, 0.9649122807017544, 0.9590643274853801 ], "lo": 0.9220272898674011, "hi": 0.9922027587890625, "delta_vs_mix": { "value": -0.03898635477582835, "lo": -0.07797271013259888, "hi": -0.0077972412109375, "p": 0.01 } }, "boundary_err_s": { "mean": 0.3552923976608188, "sd": 0.018376517454680736, "seeds": [ 0.3650263157894738, 0.3667543859649124, 0.33409649122807017 ], "lo": 0.312629746645689, "hi": 0.40326074287295344, "delta_vs_mix": { "value": 0.22679239766081877, "lo": 0.187113437987864, "hi": 0.2643743440508842, "p": 0.0 } }, "boundary_recall": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "boundary_err_s": { "mean": 0.11370175438596491, "sd": 0.0031606712939855237, "seeds": [ 0.11557894736842106, 0.11547368421052631, 0.11005263157894739 ], "lo": 0.09939883295446635, "hi": 0.13000344224274157, "delta_vs_mix": { "value": -0.014798245614035144, "lo": -0.03240335937589407, "hi": 0.0024478783831000323, "p": 0.108 } }, "boundary_recall": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } } } }, "route-cable-through-closed-hoops": { "n": 68, "gold_failed_attempts": 0, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.939090061682418, "sd": 0.004482235563004815, "seeds": [ 0.9411764705882353, 0.9421487603305785, 0.9339449541284404 ], "lo": 0.9172151610255241, "hi": 0.9607843160629272 }, "boundary_err_s": { "mean": 0.32970072756847685, "sd": 0.006575606466612679, "seeds": [ 0.3309425531914898, 0.33556687898089166, 0.32259275053304903 ], "lo": 0.2926114484667778, "hi": 0.36911236122250557 }, "boundary_recall": { "mean": 0.9873949579831933, "sd": 0.0021008403361344463, "seeds": [ 0.9873949579831933, 0.9894957983193278, 0.9852941176470589 ], "lo": 0.9768907427787781, "hi": 0.9957982897758484 }, "failed_f1": { "mean": 0.0, "sd": NaN, "seeds": [ 0.0, NaN, NaN ], "lo": 0.0, "hi": 0.0 }, "failed_precision": { "mean": 0.0, "sd": NaN, "seeds": [ 0.0, NaN, NaN ], "lo": 0.0, "hi": 0.0 }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "rollouts": { "seg_f1_iou80": { "mean": 0.821439664019878, "sd": 0.007365834608734034, "seeds": [ 0.8143382352941176, 0.8209366391184573, 0.8290441176470589 ], "lo": 0.7809993177652359, "hi": 0.8552295565605164, "delta_vs_mix": { "value": -0.11765039766254004, "lo": -0.1537923738360405, "hi": -0.08213475793600082, "p": 0.0 } }, "boundary_err_s": { "mean": 0.41947438893615924, "sd": 0.012020987931124162, "seeds": [ 0.4333295964125562, 0.4118194130925508, 0.41327415730337075 ], "lo": 0.38536864072084426, "hi": 0.45659506171941755, "delta_vs_mix": { "value": 0.08977366136768239, "lo": 0.06860485300421715, "hi": 0.11270558536052704, "p": 0.0 } }, "boundary_recall": { "mean": 0.934173669467787, "sd": 0.0032090866211175236, "seeds": [ 0.9369747899159664, 0.930672268907563, 0.9348739495798319 ], "lo": 0.9152660965919495, "hi": 0.9509803652763367, "delta_vs_mix": { "value": -0.053221288515406306, "lo": -0.07352942228317261, "hi": -0.0329132080078125, "p": 0.0 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_precision": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 0.9488518203424622, "sd": 0.0013830988356943158, "seeds": [ 0.9476584022038568, 0.9503676470588235, 0.9485294117647058 ], "lo": 0.9286384761333466, "hi": 0.9678544223308563, "delta_vs_mix": { "value": 0.00976175866004414, "lo": 0.002374173700809479, "hi": 0.01822022795677185, "p": 0.012 } }, "boundary_err_s": { "mean": 0.31334704252023776, "sd": 0.004812070376479365, "seeds": [ 0.31091648822269796, 0.3188895966029724, 0.3102350427350429 ], "lo": 0.2775904357433319, "hi": 0.3524588502943516, "delta_vs_mix": { "value": -0.016353685048239086, "lo": -0.03016056939959526, "hi": -0.0030461668968200756, "p": 0.02 } }, "boundary_recall": { "mean": 0.9845938375350141, "sd": 0.004373247898038141, "seeds": [ 0.9810924369747899, 0.9894957983193278, 0.9831932773109243 ], "lo": 0.9740896224975586, "hi": 0.993697464466095, "delta_vs_mix": { "value": -0.0028011204481792618, "lo": -0.007720631361007689, "hi": 0.00211839079856871, "p": 0.35 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } } } }, "open-toolbox-with-screwdriver": { "n": 65, "gold_failed_attempts": 0, "regimes": { "mix": { "seg_f1_iou80": { "mean": 0.9299145299145298, "sd": 0.00745110930519777, "seeds": [ 0.935042735042735, 0.9213675213675213, 0.9333333333333333 ], "lo": 0.8956980124115944, "hi": 0.9606837630271912 }, "boundary_err_s": { "mean": 0.18679166666666655, "sd": 0.0049018417220719045, "seeds": [ 0.18178269230769212, 0.19157884615384602, 0.1870134615384615 ], "lo": 0.15759719721972942, "hi": 0.21916796453297138 }, "boundary_recall": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0 }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "rollouts": { "seg_f1_iou80": { "mean": 0.8210826210826211, "sd": 0.007895388296610238, "seeds": [ 0.8256410256410256, 0.811965811965812, 0.8256410256410256 ], "lo": 0.7846153974533081, "hi": 0.8581196665763855, "delta_vs_mix": { "value": -0.10883190883190874, "lo": -0.13276350647211074, "hi": -0.0803418755531311, "p": 0.0 } }, "boundary_err_s": { "mean": 0.27266808283786154, "sd": 0.0025711667526319136, "seeds": [ 0.2698174757281552, 0.274812015503876, 0.2733747572815533 ], "lo": 0.24748302213847637, "hi": 0.30204109475016594, "delta_vs_mix": { "value": 0.08587641617119499, "lo": 0.06362982988357543, "hi": 0.10751005448400973, "p": 0.0 } }, "boundary_recall": { "mean": 0.9910256410256411, "sd": 0.001110288979210815, "seeds": [ 0.9903846153846154, 0.9923076923076923, 0.9903846153846154 ], "lo": 0.982692301273346, "hi": 0.9980769157409668, "delta_vs_mix": { "value": -0.008974358974358942, "lo": -0.017307698726654053, "hi": -0.0019230842590332031, "p": 0.018 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0 }, "failed_precision": { "mean": 0.0, "sd": 0.0, "seeds": [ 0.0, 0.0, 0.0 ], "lo": 0.0, "hi": 0.0 }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 0.9441595441595441, "sd": 0.0026111542421400707, "seeds": [ 0.9435897435897436, 0.9418803418803419, 0.947008547008547 ], "lo": 0.9133903384208679, "hi": 0.9715099930763245, "delta_vs_mix": { "value": 0.014245014245014231, "lo": 0.0011395812034606934, "hi": 0.030199408531188965, "p": 0.032 } }, "boundary_err_s": { "mean": 0.17898012820512807, "sd": 0.0014746581357578928, "seeds": [ 0.1806807692307691, 0.17820384615384607, 0.1780557692307691 ], "lo": 0.1519534435123205, "hi": 0.20782793834805488, "delta_vs_mix": { "value": -0.007811538461538481, "lo": -0.01691078394651413, "hi": 0.0010088134557008721, "p": 0.086 } }, "boundary_recall": { "mean": 1.0, "sd": 0.0, "seeds": [ 1.0, 1.0, 1.0 ], "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_f1": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "seeds": [ NaN, NaN, NaN ], "lo": null, "hi": null } } } } } }, "all": { "rollouts": { "mix": { "seg_f1_iou80": { "mean": 0.8862241972400412, "sd": 0.0021256988074736284, "lo": 0.8723196920752525, "hi": 0.8996173599362374 }, "boundary_err_s": { "mean": 0.26444278267207827, "sd": 0.0027479609543281506, "lo": 0.25379635639488696, "hi": 0.2754715542495251 }, "boundary_recall": { "mean": 0.9631941742363516, "sd": 0.0007729912367469048, "lo": 0.9542711532115937, "hi": 0.9710568922758103 }, "failed_f1": { "mean": 0.8089198468612899, "sd": 0.004494914328072444, "lo": 0.7872958970069885, "hi": 0.8294260936975478 }, "failed_precision": { "mean": 0.8186970088298593, "sd": 0.0037955153408914255, "lo": 0.794980444610119, "hi": 0.8419405713677407 }, "failed_recall": { "mean": 0.800221876020513, "sd": 0.006027227003266614, "lo": 0.7758195453882217, "hi": 0.8251712465286255 } }, "n": 1074, "rollouts": { "seg_f1_iou80": { "mean": 0.8866658966659626, "sd": 0.0017576897424917669, "lo": 0.8726308193802834, "hi": 0.9000972986221313, "delta_vs_mix": { "value": 0.00044169942592142686, "lo": -0.004271999597549481, "hi": 0.004626677632331911, "p": 0.816 } }, "boundary_err_s": { "mean": 0.2580444998480355, "sd": 0.0014954816787447803, "lo": 0.24739731334149836, "hi": 0.26884454205632213, "delta_vs_mix": { "value": -0.006398282824042756, "lo": -0.010500308126211187, "hi": -0.0021371289342642158, "p": 0.006 } }, "boundary_recall": { "mean": 0.9649080126366245, "sd": 0.003284385583955037, "lo": 0.9564237409830093, "hi": 0.9729679080843925, "delta_vs_mix": { "value": 0.001713838400272949, "lo": -0.0011182081699371127, "hi": 0.004802973270416216, "p": 0.252 } }, "failed_f1": { "mean": 0.8077670948868612, "sd": 0.002707731409712004, "lo": 0.7870649325847625, "hi": 0.8276812267303466, "delta_vs_mix": { "value": -0.0011527519744287673, "lo": -0.011423293054103851, "hi": 0.00950264871120457, "p": 0.766 } }, "failed_precision": { "mean": 0.8007201335664459, "sd": 0.0014266342697890795, "lo": 0.7766868701577186, "hi": 0.8242052313685417, "delta_vs_mix": { "value": -0.017976875263413405, "lo": -0.029486636519432046, "hi": -0.006765653491020185, "p": 0.0 } }, "failed_recall": { "mean": 0.8155095992638527, "sd": 0.0046141412661639515, "lo": 0.7938412296772003, "hi": 0.8386116731166839, "delta_vs_mix": { "value": 0.015287723243339713, "lo": 0.004223632514476691, "hi": 0.02869768351316454, "p": 0.006 } } }, "demos": { "seg_f1_iou80": { "mean": 0.7784276138112886, "sd": 0.003124258092494751, "lo": 0.7600444984436036, "hi": 0.7950301909446715, "delta_vs_mix": { "value": -0.10779658342875265, "lo": -0.12148692131042474, "hi": -0.09496654421091082, "p": 0.0 } }, "boundary_err_s": { "mean": 0.3625278715367007, "sd": 0.0013353612513249268, "lo": 0.34874503821134567, "hi": 0.37707263082265857, "delta_vs_mix": { "value": 0.09808508886462242, "lo": 0.08687061354517935, "hi": 0.10891572713851927, "p": 0.0 } }, "boundary_recall": { "mean": 0.9618295609584276, "sd": 0.001698783847422915, "lo": 0.9541425931453705, "hi": 0.969211774468422, "delta_vs_mix": { "value": -0.0013646132779239206, "lo": -0.008506006300449393, "hi": 0.005974379777908323, "p": 0.674 } }, "failed_f1": { "mean": 0.0004975124378109452, "sd": 0.0008617168196860087, "lo": 0.0, "hi": 0.001550387591123581, "delta_vs_mix": { "value": -0.808422334423479, "lo": -0.8290834166191052, "hi": -0.7867465597647243, "p": 0.0 } }, "failed_precision": { "mean": 1.0, "sd": NaN, "lo": 1.0, "hi": 1.0, "delta_vs_mix": { "value": 0.1813029911701407, "lo": 0.15815738826990125, "hi": 0.20562925010919572, "p": 0.0 } }, "failed_recall": { "mean": 0.00024968789013732833, "sd": 0.0004324721117525287, "lo": 0.0, "hi": 0.0007843137718737125, "delta_vs_mix": { "value": -0.7999721881303756, "lo": -0.8249132227897644, "hi": -0.775600690159481, "p": 0.0 } } } }, "demos": { "mix": { "seg_f1_iou80": { "mean": 0.9587273579999277, "sd": 0.0012277905696521268, "lo": 0.9484907793998718, "hi": 0.9679559814929962 }, "boundary_err_s": { "mean": 0.22098264809012957, "sd": 0.0010999790985722804, "lo": 0.2082962915673852, "hi": 0.2337131330370903 }, "boundary_recall": { "mean": 0.9964027047861349, "sd": 0.00042016806722688926, "lo": 0.9937772983312607, "hi": 0.9984609392285347 }, "failed_f1": { "mean": 0.0, "sd": NaN, "lo": 0.0, "hi": 0.0 }, "failed_precision": { "mean": 0.0, "sd": NaN, "lo": 0.0, "hi": 0.0 }, "failed_recall": { "mean": null, "sd": null, "lo": null, "hi": null } }, "n": 310, "rollouts": { "seg_f1_iou80": { "mean": 0.8704682840359315, "sd": 0.0038955432146068145, "lo": 0.8545787680149078, "hi": 0.8851322534680366, "delta_vs_mix": { "value": -0.08825907396399624, "lo": -0.10217559874057776, "hi": -0.07593587636947632, "p": 0.0 } }, "boundary_err_s": { "mean": 0.34208948244304166, "sd": 0.004245371709013984, "lo": 0.32817313030362133, "hi": 0.35840156972408294, "delta_vs_mix": { "value": 0.12110683435291208, "lo": 0.10892353624105452, "hi": 0.13268731616437435, "p": 0.0 } }, "boundary_recall": { "mean": 0.9824820199873033, "sd": 0.0012538823100447338, "lo": 0.9778400525450707, "hi": 0.9866821226477622, "delta_vs_mix": { "value": -0.013920684798831573, "lo": -0.018596583604812686, "hi": -0.009495361745357514, "p": 0.0 } }, "failed_f1": { "mean": 0.0, "sd": 0.0, "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_precision": { "mean": 0.0, "sd": 0.0, "lo": 0.0, "hi": 0.0, "delta_vs_mix": { "value": 0.0, "lo": 0.0, "hi": 0.0, "p": 1.0 } }, "failed_recall": { "mean": null, "sd": null, "lo": null, "hi": null } }, "demos": { "seg_f1_iou80": { "mean": 0.9636204500164333, "sd": 0.0007324617953758799, "lo": 0.9544243630766869, "hi": 0.9720632085204124, "delta_vs_mix": { "value": 0.0048930920165055625, "lo": 0.00029600590467452893, "hi": 0.009521490037441337, "p": 0.03 } }, "boundary_err_s": { "mean": 0.21160456376551892, "sd": 0.0014909636987306262, "lo": 0.20010799147188663, "hi": 0.22438385806977748, "delta_vs_mix": { "value": -0.009378084324610653, "lo": -0.015588988550007354, "hi": -0.0024891367927193705, "p": 0.002 } }, "boundary_recall": { "mean": 0.9954372122061241, "sd": 0.0014522892020957438, "lo": 0.992618213891983, "hi": 0.9977591586112976, "delta_vs_mix": { "value": -0.0009654925800107739, "lo": -0.002356539666652635, "hi": 0.00028010636568071565, "p": 0.184 } }, "failed_f1": { "mean": null, "sd": null, "lo": null, "hi": null }, "failed_precision": { "mean": null, "sd": null, "lo": null, "hi": null }, "failed_recall": { "mean": null, "sd": null, "lo": null, "hi": null } } } }, "training": { "connect-dc-jack|demos": { "hours": 4.206796296296297, "n_demos": 239, "n_rollouts": 0, "fit_seconds_mean": 66.3119117418925 }, "connect-dc-jack|mix": { "hours": 14.50211111111111, "n_demos": 239, "n_rollouts": 864, "fit_seconds_mean": 63.852078119913735 }, "connect-dc-jack|rollouts": { "hours": 10.295314814814814, "n_demos": 0, "n_rollouts": 864, "fit_seconds_mean": 82.30630413691203 }, "open-toolbox-with-screwdriver|demos": { "hours": 3.021240740740741, "n_demos": 259, "n_rollouts": 0, "fit_seconds_mean": 68.2603862285614 }, "open-toolbox-with-screwdriver|mix": { "hours": 9.422805555555556, "n_demos": 259, "n_rollouts": 744, "fit_seconds_mean": 83.21795193354289 }, "open-toolbox-with-screwdriver|rollouts": { "hours": 6.401564814814815, "n_demos": 0, "n_rollouts": 744, "fit_seconds_mean": 54.338831424713135 }, "pour-screws-into-funnel|demos": { "hours": 0.8591851851851852, "n_demos": 227, "n_rollouts": 0, "fit_seconds_mean": 36.783058961232506 }, "pour-screws-into-funnel|mix": { "hours": 5.994703703703704, "n_demos": 227, "n_rollouts": 1440, "fit_seconds_mean": 88.66185744603474 }, "pour-screws-into-funnel|rollouts": { "hours": 5.135518518518518, "n_demos": 0, "n_rollouts": 1440, "fit_seconds_mean": 87.8585410118103 }, "route-cable-through-closed-hoops|demos": { "hours": 5.140157407407407, "n_demos": 274, "n_rollouts": 0, "fit_seconds_mean": 68.84656612078349 }, "route-cable-through-closed-hoops|mix": { "hours": 10.875231481481483, "n_demos": 274, "n_rollouts": 624, "fit_seconds_mean": 60.82296665509542 }, "route-cable-through-closed-hoops|rollouts": { "hours": 5.735074074074074, "n_demos": 0, "n_rollouts": 624, "fit_seconds_mean": 77.4766395886739 }, "sort-screws-into-bins|demos": { "hours": 3.2553240740740734, "n_demos": 238, "n_rollouts": 0, "fit_seconds_mean": 67.51589941978455 }, "sort-screws-into-bins|mix": { "hours": 13.431129629629629, "n_demos": 238, "n_rollouts": 624, "fit_seconds_mean": 85.67959904670715 }, "sort-screws-into-bins|rollouts": { "hours": 10.175805555555556, "n_demos": 0, "n_rollouts": 624, "fit_seconds_mean": 58.617123206456505 } } }