mmad / inventory.json
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data: add normalized MMAD metadata and sampled splits
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{
"default_sample_images": 256,
"images": 8366,
"question_types": {
"Anomaly Detection": 8297,
"Defect Analysis": 4782,
"Defect Classification": 4688,
"Defect Description": 4710,
"Defect Localization": 4878,
"Object Analysis": 3084,
"Object Classification": 3155,
"Object Details": 3024,
"Object Structure": 3052
},
"questions": 39670,
"samples": {
"1024": {
"file": "splits/sample-n256-seed1024.jsonl",
"images": 256,
"normal_images": 101,
"question_types": {
"Anomaly Detection": 252,
"Defect Analysis": 148,
"Defect Classification": 143,
"Defect Description": 143,
"Defect Localization": 145,
"Object Analysis": 92,
"Object Classification": 97,
"Object Details": 94,
"Object Structure": 92
},
"questions": 1206,
"sources": {
"DS-MVTec": 244,
"GoodsAD": 398,
"MVTec-AD": 5,
"MVTec-LOCO": 233,
"VisA": 326
}
},
"17": {
"file": "splits/sample-n256-seed17.jsonl",
"images": 256,
"normal_images": 101,
"question_types": {
"Anomaly Detection": 254,
"Defect Analysis": 150,
"Defect Classification": 144,
"Defect Description": 145,
"Defect Localization": 147,
"Object Analysis": 96,
"Object Classification": 100,
"Object Details": 86,
"Object Structure": 97
},
"questions": 1219,
"sources": {
"DS-MVTec": 247,
"GoodsAD": 405,
"MVTec-AD": 5,
"MVTec-LOCO": 233,
"VisA": 329
}
},
"2026": {
"file": "splits/sample-n256-seed2026.jsonl",
"images": 256,
"normal_images": 101,
"question_types": {
"Anomaly Detection": 256,
"Defect Analysis": 147,
"Defect Classification": 144,
"Defect Description": 142,
"Defect Localization": 148,
"Object Analysis": 96,
"Object Classification": 97,
"Object Details": 93,
"Object Structure": 94
},
"questions": 1217,
"sources": {
"DS-MVTec": 248,
"GoodsAD": 408,
"MVTec-AD": 5,
"MVTec-LOCO": 227,
"VisA": 329
}
},
"3407": {
"file": "splits/sample-n256-seed3407.jsonl",
"images": 256,
"normal_images": 101,
"question_types": {
"Anomaly Detection": 251,
"Defect Analysis": 143,
"Defect Classification": 141,
"Defect Description": 144,
"Defect Localization": 144,
"Object Analysis": 95,
"Object Classification": 93,
"Object Details": 93,
"Object Structure": 93
},
"questions": 1197,
"sources": {
"DS-MVTec": 246,
"GoodsAD": 393,
"MVTec-AD": 5,
"MVTec-LOCO": 229,
"VisA": 324
}
},
"42": {
"file": "splits/sample-n256-seed42.jsonl",
"images": 256,
"normal_images": 101,
"question_types": {
"Anomaly Detection": 254,
"Defect Analysis": 146,
"Defect Classification": 144,
"Defect Description": 149,
"Defect Localization": 143,
"Object Analysis": 97,
"Object Classification": 97,
"Object Details": 92,
"Object Structure": 94
},
"questions": 1216,
"sources": {
"DS-MVTec": 247,
"GoodsAD": 401,
"MVTec-AD": 4,
"MVTec-LOCO": 235,
"VisA": 329
}
}
},
"source_repo": "jiang-cc/MMAD",
"source_revision": "c4ed190dcb530f2f673ab293e575ad32054bb3cf",
"sources": {
"DS-MVTec": 1670,
"GoodsAD": 2968,
"MVTec-AD": 21,
"MVTec-LOCO": 1566,
"VisA": 2141
}
}