pnw-subtask-benchmark / results /seconds-sweep.json
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P&W subtask segmentation benchmark
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{
"note": "Segment F1 (x100) against the boundary tolerance in seconds (--seg-tol), 899 test rollouts, release grader, 300 episode-bootstrap resamples. case1 = ours, known policy family; case2 = ours, family held out; terra = Terra zero-shot (same in both). ours_ci / terra_ci = [value, lo, hi]; delta (case1) = terra - ours.",
"sweep": {
"case1": {
"1.5": {
"n": 899,
"ours": {
"connect-dc-jack": 83.472,
"open-toolbox-with-screwdriver": 96.321,
"pour-screws-into-funnel": 97.586,
"route-cable-through-closed-hoops": 87.883,
"sort-screws-into-bins": 87.5,
"all": 90.552
},
"terra": {
"connect-dc-jack": 71.729,
"open-toolbox-with-screwdriver": 73.081,
"pour-screws-into-funnel": 95.609,
"route-cable-through-closed-hoops": 76.211,
"sort-screws-into-bins": 70.045,
"all": 77.335
},
"ours_ci": {
"connect-dc-jack": [
83.47,
79.07,
88.46
],
"open-toolbox-with-screwdriver": [
96.32,
94.39,
97.76
],
"pour-screws-into-funnel": [
97.59,
95.44,
99.44
],
"route-cable-through-closed-hoops": [
87.88,
84.84,
90.87
],
"sort-screws-into-bins": [
87.5,
83.16,
90.51
],
"all": [
90.55,
89.06,
91.9
]
},
"terra_ci": {
"connect-dc-jack": [
71.73,
66.54,
77.06
],
"open-toolbox-with-screwdriver": [
73.08,
70.31,
75.93
],
"pour-screws-into-funnel": [
95.61,
93.35,
98.02
],
"route-cable-through-closed-hoops": [
76.21,
73.0,
79.47
],
"sort-screws-into-bins": [
70.04,
64.6,
75.19
],
"all": [
77.33,
75.6,
79.15
]
},
"delta": {
"connect-dc-jack": [
-11.74,
-17.4,
-6.33
],
"open-toolbox-with-screwdriver": [
-23.24,
-26.07,
-20.22
],
"pour-screws-into-funnel": [
-1.98,
-4.91,
1.03
],
"route-cable-through-closed-hoops": [
-11.67,
-14.85,
-7.95
],
"sort-screws-into-bins": [
-17.46,
-22.04,
-13.19
],
"all": [
-13.22,
-15.13,
-11.49
]
}
},
"1.0": {
"n": 899,
"ours": {
"connect-dc-jack": 79.547,
"open-toolbox-with-screwdriver": 93.2,
"pour-screws-into-funnel": 95.044,
"route-cable-through-closed-hoops": 86.861,
"sort-screws-into-bins": 84.539,
"all": 87.838
},
"terra": {
"connect-dc-jack": 57.293,
"open-toolbox-with-screwdriver": 63.181,
"pour-screws-into-funnel": 94.856,
"route-cable-through-closed-hoops": 72.162,
"sort-screws-into-bins": 65.673,
"all": 70.633
},
"ours_ci": {
"connect-dc-jack": [
79.55,
74.85,
84.98
],
"open-toolbox-with-screwdriver": [
93.2,
91.02,
95.48
],
"pour-screws-into-funnel": [
95.04,
92.0,
97.8
],
"route-cable-through-closed-hoops": [
86.86,
83.49,
89.75
],
"sort-screws-into-bins": [
84.54,
80.07,
88.13
],
"all": [
87.84,
86.17,
89.45
]
},
"terra_ci": {
"connect-dc-jack": [
57.29,
51.61,
63.15
],
"open-toolbox-with-screwdriver": [
63.18,
59.92,
66.45
],
"pour-screws-into-funnel": [
94.86,
92.38,
97.51
],
"route-cable-through-closed-hoops": [
72.16,
69.1,
75.66
],
"sort-screws-into-bins": [
65.67,
59.89,
71.3
],
"all": [
70.63,
68.78,
72.48
]
},
"delta": {
"connect-dc-jack": [
-22.25,
-27.96,
-16.39
],
"open-toolbox-with-screwdriver": [
-30.02,
-33.16,
-27.14
],
"pour-screws-into-funnel": [
-0.19,
-3.74,
3.37
],
"route-cable-through-closed-hoops": [
-14.7,
-18.39,
-11.07
],
"sort-screws-into-bins": [
-18.87,
-24.12,
-14.04
],
"all": [
-17.21,
-19.14,
-15.21
]
}
},
"2.0": {
"n": 899,
"ours": {
"connect-dc-jack": 87.094,
"open-toolbox-with-screwdriver": 96.544,
"pour-screws-into-funnel": 97.84,
"route-cable-through-closed-hoops": 88.759,
"sort-screws-into-bins": 88.048,
"all": 91.657
},
"terra": {
"connect-dc-jack": 78.947,
"open-toolbox-with-screwdriver": 78.087,
"pour-screws-into-funnel": 95.609,
"route-cable-through-closed-hoops": 77.368,
"sort-screws-into-bins": 71.932,
"all": 80.389
},
"ours_ci": {
"connect-dc-jack": [
87.09,
83.23,
91.1
],
"open-toolbox-with-screwdriver": [
96.54,
94.8,
98.06
],
"pour-screws-into-funnel": [
97.84,
95.95,
99.51
],
"route-cable-through-closed-hoops": [
88.76,
85.7,
91.95
],
"sort-screws-into-bins": [
88.05,
83.91,
91.15
],
"all": [
91.66,
90.21,
92.91
]
},
"terra_ci": {
"connect-dc-jack": [
78.95,
73.71,
83.89
],
"open-toolbox-with-screwdriver": [
78.09,
75.04,
81.19
],
"pour-screws-into-funnel": [
95.61,
93.35,
98.02
],
"route-cable-through-closed-hoops": [
77.37,
74.27,
80.72
],
"sort-screws-into-bins": [
71.93,
66.62,
76.74
],
"all": [
80.39,
78.46,
82.15
]
},
"delta": {
"connect-dc-jack": [
-8.15,
-14.41,
-2.58
],
"open-toolbox-with-screwdriver": [
-18.46,
-21.79,
-15.11
],
"pour-screws-into-funnel": [
-2.23,
-4.99,
0.52
],
"route-cable-through-closed-hoops": [
-11.39,
-14.59,
-7.65
],
"sort-screws-into-bins": [
-16.12,
-20.35,
-12.24
],
"all": [
-11.27,
-13.12,
-9.46
]
}
},
"0.5": {
"n": 899,
"ours": {
"connect-dc-jack": 61.434,
"open-toolbox-with-screwdriver": 81.828,
"pour-screws-into-funnel": 92.249,
"route-cable-through-closed-hoops": 74.161,
"sort-screws-into-bins": 73.246,
"all": 76.584
},
"terra": {
"connect-dc-jack": 33.835,
"open-toolbox-with-screwdriver": 52.725,
"pour-screws-into-funnel": 73.526,
"route-cable-through-closed-hoops": 57.122,
"sort-screws-into-bins": 46.895,
"all": 52.821
},
"ours_ci": {
"connect-dc-jack": [
61.43,
55.95,
67.0
],
"open-toolbox-with-screwdriver": [
81.83,
78.33,
85.75
],
"pour-screws-into-funnel": [
92.25,
88.44,
96.22
],
"route-cable-through-closed-hoops": [
74.16,
69.49,
78.63
],
"sort-screws-into-bins": [
73.25,
67.69,
78.03
],
"all": [
76.58,
74.66,
78.67
]
},
"terra_ci": {
"connect-dc-jack": [
33.83,
29.27,
38.88
],
"open-toolbox-with-screwdriver": [
52.73,
49.69,
56.31
],
"pour-screws-into-funnel": [
73.53,
67.85,
79.13
],
"route-cable-through-closed-hoops": [
57.12,
53.31,
61.0
],
"sort-screws-into-bins": [
46.9,
41.11,
53.04
],
"all": [
52.82,
50.86,
54.97
]
},
"delta": {
"connect-dc-jack": [
-27.6,
-33.85,
-21.26
],
"open-toolbox-with-screwdriver": [
-29.1,
-33.41,
-24.84
],
"pour-screws-into-funnel": [
-18.72,
-25.2,
-13.54
],
"route-cable-through-closed-hoops": [
-17.04,
-21.96,
-12.02
],
"sort-screws-into-bins": [
-26.35,
-31.14,
-20.18
],
"all": [
-23.76,
-26.41,
-21.46
]
}
},
"2.5": {
"n": 899,
"ours": {
"connect-dc-jack": 90.415,
"open-toolbox-with-screwdriver": 96.656,
"pour-screws-into-funnel": 97.84,
"route-cable-through-closed-hoops": 89.489,
"sort-screws-into-bins": 89.035,
"all": 92.687
},
"terra": {
"connect-dc-jack": 87.97,
"open-toolbox-with-screwdriver": 82.87,
"pour-screws-into-funnel": 96.11,
"route-cable-through-closed-hoops": 79.826,
"sort-screws-into-bins": 73.025,
"all": 83.96
},
"ours_ci": {
"connect-dc-jack": [
90.42,
87.36,
93.02
],
"open-toolbox-with-screwdriver": [
96.66,
94.93,
98.11
],
"pour-screws-into-funnel": [
97.84,
95.95,
99.51
],
"route-cable-through-closed-hoops": [
89.49,
86.54,
92.38
],
"sort-screws-into-bins": [
89.04,
85.14,
92.07
],
"all": [
92.69,
91.3,
93.82
]
},
"terra_ci": {
"connect-dc-jack": [
87.97,
85.02,
91.16
],
"open-toolbox-with-screwdriver": [
82.87,
79.91,
85.88
],
"pour-screws-into-funnel": [
96.11,
93.86,
98.37
],
"route-cable-through-closed-hoops": [
79.83,
76.5,
83.0
],
"sort-screws-into-bins": [
73.03,
67.73,
77.95
],
"all": [
83.96,
82.38,
85.55
]
},
"delta": {
"connect-dc-jack": [
-2.45,
-5.97,
0.66
],
"open-toolbox-with-screwdriver": [
-13.79,
-16.77,
-10.93
],
"pour-screws-into-funnel": [
-1.73,
-4.42,
0.94
],
"route-cable-through-closed-hoops": [
-9.66,
-12.88,
-6.46
],
"sort-screws-into-bins": [
-16.01,
-20.05,
-11.8
],
"all": [
-8.73,
-10.36,
-7.27
]
}
},
"3.0": {
"n": 899,
"ours": {
"connect-dc-jack": 92.377,
"open-toolbox-with-screwdriver": 97.101,
"pour-screws-into-funnel": 98.094,
"route-cable-through-closed-hoops": 89.927,
"sort-screws-into-bins": 89.583,
"all": 93.417
},
"terra": {
"connect-dc-jack": 91.88,
"open-toolbox-with-screwdriver": 86.318,
"pour-screws-into-funnel": 96.612,
"route-cable-through-closed-hoops": 80.694,
"sort-screws-into-bins": 73.92,
"all": 85.885
},
"ours_ci": {
"connect-dc-jack": [
92.38,
89.49,
94.96
],
"open-toolbox-with-screwdriver": [
97.1,
95.66,
98.27
],
"pour-screws-into-funnel": [
98.09,
96.16,
99.62
],
"route-cable-through-closed-hoops": [
89.93,
87.08,
92.81
],
"sort-screws-into-bins": [
89.58,
85.59,
92.46
],
"all": [
93.42,
92.2,
94.47
]
},
"terra_ci": {
"connect-dc-jack": [
91.88,
89.1,
94.59
],
"open-toolbox-with-screwdriver": [
86.32,
83.54,
89.02
],
"pour-screws-into-funnel": [
96.61,
94.41,
98.64
],
"route-cable-through-closed-hoops": [
80.69,
77.02,
84.05
],
"sort-screws-into-bins": [
73.92,
68.82,
78.63
],
"all": [
85.88,
84.42,
87.26
]
},
"delta": {
"connect-dc-jack": [
-0.5,
-2.45,
1.48
],
"open-toolbox-with-screwdriver": [
-10.78,
-13.53,
-8.36
],
"pour-screws-into-funnel": [
-1.48,
-4.3,
1.3
],
"route-cable-through-closed-hoops": [
-9.23,
-12.31,
-6.0
],
"sort-screws-into-bins": [
-15.66,
-19.49,
-11.93
],
"all": [
-7.53,
-8.76,
-6.27
]
}
}
},
"case2": {
"1.5": {
"n": 899,
"ours": {
"connect-dc-jack": 77.685,
"open-toolbox-with-screwdriver": 94.972,
"pour-screws-into-funnel": 94.911,
"route-cable-through-closed-hoops": 83.236,
"sort-screws-into-bins": 78.982,
"all": 85.957
},
"terra": {
"connect-dc-jack": 71.729,
"open-toolbox-with-screwdriver": 73.081,
"pour-screws-into-funnel": 95.609,
"route-cable-through-closed-hoops": 76.211,
"sort-screws-into-bins": 70.045,
"all": 77.335
},
"ours_ci": {
"connect-dc-jack": [
77.68,
72.1,
82.81
],
"open-toolbox-with-screwdriver": [
94.97,
92.99,
96.86
],
"pour-screws-into-funnel": [
94.91,
92.12,
97.29
],
"route-cable-through-closed-hoops": [
83.24,
79.43,
86.77
],
"sort-screws-into-bins": [
78.98,
73.64,
83.87
],
"all": [
85.96,
84.25,
87.71
]
},
"terra_ci": {
"connect-dc-jack": [
71.73,
66.54,
77.06
],
"open-toolbox-with-screwdriver": [
73.08,
70.31,
75.93
],
"pour-screws-into-funnel": [
95.61,
93.35,
98.02
],
"route-cable-through-closed-hoops": [
76.21,
73.0,
79.47
],
"sort-screws-into-bins": [
70.04,
64.6,
75.19
],
"all": [
77.33,
75.6,
79.15
]
}
},
"1.0": {
"n": 899,
"ours": {
"connect-dc-jack": 70.069,
"open-toolbox-with-screwdriver": 89.05,
"pour-screws-into-funnel": 91.349,
"route-cable-through-closed-hoops": 81.05,
"sort-screws-into-bins": 75.406,
"all": 81.385
},
"terra": {
"connect-dc-jack": 57.293,
"open-toolbox-with-screwdriver": 63.181,
"pour-screws-into-funnel": 94.856,
"route-cable-through-closed-hoops": 72.162,
"sort-screws-into-bins": 65.673,
"all": 70.633
},
"ours_ci": {
"connect-dc-jack": [
70.07,
64.03,
75.25
],
"open-toolbox-with-screwdriver": [
89.05,
86.63,
91.61
],
"pour-screws-into-funnel": [
91.35,
87.15,
95.05
],
"route-cable-through-closed-hoops": [
81.05,
76.98,
84.95
],
"sort-screws-into-bins": [
75.41,
69.85,
80.78
],
"all": [
81.38,
79.29,
83.22
]
},
"terra_ci": {
"connect-dc-jack": [
57.29,
51.61,
63.15
],
"open-toolbox-with-screwdriver": [
63.18,
59.92,
66.45
],
"pour-screws-into-funnel": [
94.86,
92.38,
97.51
],
"route-cable-through-closed-hoops": [
72.16,
69.1,
75.66
],
"sort-screws-into-bins": [
65.67,
59.89,
71.3
],
"all": [
70.63,
68.78,
72.48
]
}
},
"2.0": {
"n": 899,
"ours": {
"connect-dc-jack": 80.883,
"open-toolbox-with-screwdriver": 95.531,
"pour-screws-into-funnel": 94.911,
"route-cable-through-closed-hoops": 84.257,
"sort-screws-into-bins": 80.823,
"all": 87.281
},
"terra": {
"connect-dc-jack": 78.947,
"open-toolbox-with-screwdriver": 78.087,
"pour-screws-into-funnel": 95.609,
"route-cable-through-closed-hoops": 77.368,
"sort-screws-into-bins": 71.932,
"all": 80.389
},
"ours_ci": {
"connect-dc-jack": [
80.88,
75.38,
85.86
],
"open-toolbox-with-screwdriver": [
95.53,
93.65,
97.28
],
"pour-screws-into-funnel": [
94.91,
92.12,
97.29
],
"route-cable-through-closed-hoops": [
84.26,
80.59,
87.7
],
"sort-screws-into-bins": [
80.82,
75.34,
85.1
],
"all": [
87.28,
85.47,
88.98
]
},
"terra_ci": {
"connect-dc-jack": [
78.95,
73.71,
83.89
],
"open-toolbox-with-screwdriver": [
78.09,
75.04,
81.19
],
"pour-screws-into-funnel": [
95.61,
93.35,
98.02
],
"route-cable-through-closed-hoops": [
77.37,
74.27,
80.72
],
"sort-screws-into-bins": [
71.93,
66.62,
76.74
],
"all": [
80.39,
78.46,
82.15
]
}
},
"0.5": {
"n": 899,
"ours": {
"connect-dc-jack": 50.419,
"open-toolbox-with-screwdriver": 74.525,
"pour-screws-into-funnel": 81.934,
"route-cable-through-closed-hoops": 64.286,
"sort-screws-into-bins": 62.297,
"all": 66.692
},
"terra": {
"connect-dc-jack": 33.835,
"open-toolbox-with-screwdriver": 52.725,
"pour-screws-into-funnel": 73.526,
"route-cable-through-closed-hoops": 57.122,
"sort-screws-into-bins": 46.895,
"all": 52.821
},
"ours_ci": {
"connect-dc-jack": [
50.42,
45.14,
55.83
],
"open-toolbox-with-screwdriver": [
74.53,
71.41,
77.89
],
"pour-screws-into-funnel": [
81.93,
76.87,
86.43
],
"route-cable-through-closed-hoops": [
64.29,
59.4,
68.99
],
"sort-screws-into-bins": [
62.3,
56.31,
68.13
],
"all": [
66.69,
64.43,
68.93
]
},
"terra_ci": {
"connect-dc-jack": [
33.83,
29.27,
38.88
],
"open-toolbox-with-screwdriver": [
52.73,
49.69,
56.31
],
"pour-screws-into-funnel": [
73.53,
67.85,
79.13
],
"route-cable-through-closed-hoops": [
57.12,
53.31,
61.0
],
"sort-screws-into-bins": [
46.9,
41.11,
53.04
],
"all": [
52.82,
50.86,
54.97
]
}
},
"2.5": {
"n": 899,
"ours": {
"connect-dc-jack": 85.758,
"open-toolbox-with-screwdriver": 95.754,
"pour-screws-into-funnel": 95.42,
"route-cable-through-closed-hoops": 85.131,
"sort-screws-into-bins": 82.015,
"all": 88.816
},
"terra": {
"connect-dc-jack": 87.97,
"open-toolbox-with-screwdriver": 82.87,
"pour-screws-into-funnel": 96.11,
"route-cable-through-closed-hoops": 79.826,
"sort-screws-into-bins": 73.025,
"all": 83.96
},
"ours_ci": {
"connect-dc-jack": [
85.76,
81.35,
89.5
],
"open-toolbox-with-screwdriver": [
95.75,
94.03,
97.47
],
"pour-screws-into-funnel": [
95.42,
92.63,
97.8
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85.13,
81.29,
88.74
],
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82.02,
76.36,
86.21
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88.82,
87.24,
90.34
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},
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87.97,
85.02,
91.16
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82.87,
79.91,
85.88
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96.11,
93.86,
98.37
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79.83,
76.5,
83.0
],
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73.03,
67.73,
77.95
],
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83.96,
82.38,
85.55
]
}
},
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"n": 899,
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},
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},
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91.24,
88.26,
93.48
],
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96.2,
94.49,
97.77
],
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95.67,
92.89,
98.02
],
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85.42,
81.55,
88.93
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82.67,
77.16,
86.98
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90.24,
88.73,
91.74
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},
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91.88,
89.1,
94.59
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86.32,
83.54,
89.02
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96.61,
94.41,
98.64
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80.69,
77.02,
84.05
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73.92,
68.82,
78.63
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85.88,
84.42,
87.26
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}
}
}
}
}