File size: 1,547 Bytes
c62918e 69d2186 c62918e 69d2186 c62918e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 | {
"digits": 16,
"inference_time_on_baseline": {
"confidence": [
0.25,
0.249375,
0.25,
0.25,
0.25
],
"entropy": [
0.25,
0.249375,
0.25,
0.25,
0.25
],
"entropy-gated": [
0.25,
0.249375,
0.25,
0.25,
0.25
],
"margin": [
0.25,
0.25,
0.25,
0.25,
0.25
],
"random": [
0.25,
0.25,
0.25,
0.25,
0.249375
]
},
"ours": {
"confidence": [
0.75,
0.75,
0.75,
0.75,
0.749375
]
},
"significance": {
"confidence": {
"diff": 0.5,
"ci95": [
0.5,
0.5
],
"p_value": 0.0,
"n": 400,
"their_best_budget": 1
},
"entropy": {
"diff": 0.5,
"ci95": [
0.5,
0.5
],
"p_value": 0.0,
"n": 400,
"their_best_budget": 1
},
"entropy-gated": {
"diff": 0.5,
"ci95": [
0.5,
0.5
],
"p_value": 0.0,
"n": 400,
"their_best_budget": 1
},
"margin": {
"diff": 0.5,
"ci95": [
0.5,
0.5
],
"p_value": 0.0,
"n": 400,
"their_best_budget": 1
},
"random": {
"diff": 0.5,
"ci95": [
0.5,
0.5
],
"p_value": 0.0,
"n": 400,
"their_best_budget": 1
}
},
"summary": {
"best_inference_1pass": 0.25,
"best_inference_any_budget": 0.25,
"ours_1pass": 0.75
}
} |