{ "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 } ] }