shulin16's picture
Backup build_benchmark
f6eb665 verified
{
"total": {
"num_questions": 662,
"num_videos": 95,
"num_annotators": 19,
"question_type_dist": {
"causal_reasoning": {
"count": 341,
"pct": 51.5
},
"recognition": {
"count": 150,
"pct": 22.7
},
"temporal_reasoning": {
"count": 118,
"pct": 17.8
},
"counting": {
"count": 22,
"pct": 3.3
},
"procedural": {
"count": 13,
"pct": 2.0
},
"verification": {
"count": 10,
"pct": 1.5
},
"spatial": {
"count": 8,
"pct": 1.2
}
},
"difficulty_dist": {
"medium": {
"count": 361,
"pct": 54.5
},
"hard": {
"count": 168,
"pct": 25.4
},
"easy": {
"count": 127,
"pct": 19.2
},
"unrated": {
"count": 6,
"pct": 0.9
}
},
"mean_model_accuracy": 0.4957
},
"splits": {
"train": {
"num_questions": 270,
"num_videos": 37,
"num_annotators": 11,
"question_type_dist": {
"causal_reasoning": {
"count": 139,
"pct": 51.5
},
"recognition": {
"count": 60,
"pct": 22.2
},
"temporal_reasoning": {
"count": 45,
"pct": 16.7
},
"counting": {
"count": 11,
"pct": 4.1
},
"verification": {
"count": 6,
"pct": 2.2
},
"procedural": {
"count": 6,
"pct": 2.2
},
"spatial": {
"count": 3,
"pct": 1.1
}
},
"difficulty_dist": {
"medium": {
"count": 150,
"pct": 55.6
},
"hard": {
"count": 67,
"pct": 24.8
},
"easy": {
"count": 53,
"pct": 19.6
}
},
"mean_model_accuracy": 0.4994
},
"val": {
"num_questions": 143,
"num_videos": 21,
"num_annotators": 10,
"question_type_dist": {
"causal_reasoning": {
"count": 72,
"pct": 50.3
},
"recognition": {
"count": 40,
"pct": 28.0
},
"temporal_reasoning": {
"count": 24,
"pct": 16.8
},
"counting": {
"count": 5,
"pct": 3.5
},
"spatial": {
"count": 1,
"pct": 0.7
},
"verification": {
"count": 1,
"pct": 0.7
}
},
"difficulty_dist": {
"medium": {
"count": 73,
"pct": 51.0
},
"hard": {
"count": 43,
"pct": 30.1
},
"easy": {
"count": 24,
"pct": 16.8
},
"unrated": {
"count": 3,
"pct": 2.1
}
},
"mean_model_accuracy": 0.4501
},
"test": {
"num_questions": 249,
"num_videos": 37,
"num_annotators": 17,
"question_type_dist": {
"causal_reasoning": {
"count": 130,
"pct": 52.2
},
"recognition": {
"count": 50,
"pct": 20.1
},
"temporal_reasoning": {
"count": 49,
"pct": 19.7
},
"procedural": {
"count": 7,
"pct": 2.8
},
"counting": {
"count": 6,
"pct": 2.4
},
"spatial": {
"count": 4,
"pct": 1.6
},
"verification": {
"count": 3,
"pct": 1.2
}
},
"difficulty_dist": {
"medium": {
"count": 138,
"pct": 55.4
},
"hard": {
"count": 58,
"pct": 23.3
},
"easy": {
"count": 50,
"pct": 20.1
},
"unrated": {
"count": 3,
"pct": 1.2
}
},
"mean_model_accuracy": 0.5176
}
},
"config": {
"seed": 42,
"split_ratios": {
"train": 0.4,
"val": 0.2,
"test": 0.4
},
"difficulty_thresholds": {
"easy": 0.8,
"medium": 0.4
}
}
}