M3-AD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Industrial Anomaly Detection | M3-AD Average | Accuracy80.6 | 21 | |
| Industrial Anomaly Detection | M3-AD Electronic | Accuracy79.1 | 21 | |
| Industrial Anomaly Detection | M3-AD Workpiece | Accuracy74.3 | 21 | |
| Industrial Anomaly Detection | M3-AD Texture | Accuracy91.2 | 21 | |
| Anomaly Localization | M3-AD Average across scenes | Localization Score65.3 | 19 | |
| Anomaly Type Classification | M3-AD Average across scenes | Type Score52.7 | 19 | |
| Anomaly Localization | M3-AD Electronic Scene | Localization Score59.1 | 19 | |
| Anomaly Type Classification | M3-AD Electronic Scene | Type Metric58.7 | 19 | |
| Anomaly Localization | M3-AD Workpiece Scene | Localization Score60.7 | 19 | |
| Anomaly Type Classification | M3-AD Workpiece Scene | Type Proportion52.2 | 19 | |
| Anomaly Localization | M3-AD Texture Scene | Localization Score78.8 | 19 | |
| Anomaly Type Classification | M3-AD Texture Scene | Type Score55.6 | 19 |
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