Datasets:
File size: 4,476 Bytes
a352e46 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 | {
"summary": {
"slice": "vqa_rad",
"n_pairs": 12,
"median_token_increase_from_image": 258.0,
"min_token_increase": 254,
"pairs_with_zero_token_increase": 0,
"decisions_changed": 3,
"accuracy_with_image": 0.6666666666666666,
"accuracy_without_image": 0.75,
"interpretation": "A token increase on every pair proves the image reaches the encoder. Accuracy higher with the image than without proves it is used, not just encoded."
},
"pairs": [
{
"case_id": "vqa_rad-0-none",
"gold": true,
"tokens_with_image": 394,
"tokens_without_image": 140,
"token_delta": 254,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": false,
"correct_without_image": false
},
{
"case_id": "vqa_rad-1-none",
"gold": true,
"tokens_with_image": 415,
"tokens_without_image": 141,
"token_delta": 274,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": false,
"correct_without_image": false
},
{
"case_id": "vqa_rad-2-none",
"gold": false,
"tokens_with_image": 404,
"tokens_without_image": 146,
"token_delta": 258,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-5-none",
"gold": false,
"tokens_with_image": 402,
"tokens_without_image": 140,
"token_delta": 262,
"pred_with_image": true,
"pred_without_image": false,
"decision_changed": true,
"correct_with_image": false,
"correct_without_image": true
},
{
"case_id": "vqa_rad-9-none",
"gold": false,
"tokens_with_image": 412,
"tokens_without_image": 140,
"token_delta": 272,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-10-none",
"gold": true,
"tokens_with_image": 392,
"tokens_without_image": 138,
"token_delta": 254,
"pred_with_image": true,
"pred_without_image": false,
"decision_changed": true,
"correct_with_image": true,
"correct_without_image": false
},
{
"case_id": "vqa_rad-13-none",
"gold": false,
"tokens_with_image": 401,
"tokens_without_image": 143,
"token_delta": 258,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-14-none",
"gold": false,
"tokens_with_image": 410,
"tokens_without_image": 138,
"token_delta": 272,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-15-none",
"gold": false,
"tokens_with_image": 411,
"tokens_without_image": 139,
"token_delta": 272,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-18-none",
"gold": false,
"tokens_with_image": 398,
"tokens_without_image": 141,
"token_delta": 257,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
},
{
"case_id": "vqa_rad-19-none",
"gold": false,
"tokens_with_image": 400,
"tokens_without_image": 142,
"token_delta": 258,
"pred_with_image": true,
"pred_without_image": false,
"decision_changed": true,
"correct_with_image": false,
"correct_without_image": true
},
{
"case_id": "vqa_rad-21-none",
"gold": false,
"tokens_with_image": 396,
"tokens_without_image": 138,
"token_delta": 258,
"pred_with_image": false,
"pred_without_image": false,
"decision_changed": false,
"correct_with_image": true,
"correct_without_image": true
}
]
}
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