Instance-level Anomaly Detection on MVTec AD
0.494Avg mAPYOLOv5
Evaluation results
| Method | Links | |
|---|---|---|
| YOLOv5Synthesis Method=GroundingAnomaly2026.04 | 0.494 | |
| YOLOv5Synthesis Method=DualAnoDiff2026.04 | 0.4773 | |
| YOLOv5Synthesis Method=SeaS2026.04 | 0.4671 | |
| YOLOv5Synthesis Method=AnoDiff2026.04 | 0.4435 | |
| DETRSynthesis Method=GroundingAnomaly2026.04 | 0.4317 | |
| DETRSynthesis Method=SeaS2026.04 | 0.4281 | |
| Faster R-CNNSynthesis Method=GroundingAnomaly2026.04 | 0.4196 | |
| YOLOv5Synthesis Method=DFMGAN2026.04 | 0.4151 | |
| DETRSynthesis Method=DualAnoDiff2026.04 | 0.4079 | |
| Faster R-CNNSynthesis Method=SeaS2026.04 | 0.4044 | |
| Faster R-CNNSynthesis Method=DualAnoDiff2026.04 | 0.4017 | |
| DETRSynthesis Method=AnoDiff2026.04 | 0.3891 | |
| DETRSynthesis Method=DFMGAN2026.04 | 0.3788 | |
| Faster R-CNNSynthesis Method=AnoDiff2026.04 | 0.3713 | |
| Faster R-CNNSynthesis Method=DFMGAN2026.04 | 0.3544 |