Anomaly Segmentation on MVTec AD unified (test)
98.53AUROCGroundingAnomaly
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GroundingAnomalySegmentation Model=Segformer2026.04 | 98.53 | 82.63 | 75.51 | 60.66 | |
| SeaSSegmentation Model=UPerNet2026.04 | 97.87 | 74.42 | 70.7 | 61.24 | |
| DualAnoDiffSegmentation Model=Segformer2026.04 | 97.63 | 73.55 | 68.71 | 56.33 | |
| GroundingAnomalySegmentation Model=BiSeNet V22026.04 | 97.58 | 75.03 | 68.71 | 52.34 | |
| SeaSSegmentation Model=Segformer2026.04 | 97.5 | 81.3 | 74.85 | 59.81 | |
| GroundingAnomalySegmentation Model=UPerNet2026.04 | 97.24 | 77.09 | 75.6 | 59.49 | |
| SeaSSegmentation Model=BiSeNet V22026.04 | 97.21 | 69.21 | 66.37 | 55.28 | |
| DualAnoDiffSegmentation Model=UPerNet2026.04 | 97.17 | 72.08 | 67.55 | 51.15 | |
| AnomalyDiffusionSegmentation Model=Segformer2026.04 | 97.1 | 71.2 | 68 | 52.1 | |
| DualAnoDiffSegmentation Model=BiSeNet V22026.04 | 96.88 | 66.21 | 61.17 | 46.97 | |
| AnomalyDiffusionSegmentation Model=UPerNet2026.04 | 96.87 | 69.92 | 66.95 | 50.8 | |
| AnomalyDiffusionSegmentation Model=BiSeNet V22026.04 | 96.27 | 64.5 | 62.27 | 42.89 | |
| DFMGANSegmentation Model=BiSeNet V22026.04 | 94.57 | 60.42 | 60.54 | 45.83 | |
| DFMGANSegmentation Model=Segformer2026.04 | 93.2 | 58.5 | 58.1 | 47.3 | |
| DFMGANSegmentation Model=UPerNet2026.04 | 92.33 | 57.01 | 56.91 | 46.64 |