Referring Industrial Anomaly Segmentation on Mvrec-Ref (test)
67.9mIoUDQFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DQFormerVisual=Swin-B2026.02 | 67.9 | 77.65 | 99.38 | 98.21 | |
| CGFormerVisual=Swin-B2026.02 | 63.4 | 73.49 | 99.35 | 97.46 | |
| ReLAVisual=Swin-B2026.02 | 60.33 | 72.67 | 97.36 | 98.42 | |
| LAVTVisual=Swin-B2026.02 | 59.72 | 72.71 | 97.45 | 96.38 | |
| ADSAVisual=CLIP-ViTB2026.02 | 56.88 | 65.07 | 97.67 | 97.56 | |
| CRISVisual=CLIP-R1012026.02 | 50.04 | 66.78 | 98.32 | 94.58 | |
| BKINetVisual=CLIP-R1012026.02 | 48.84 | 58.91 | 87.1 | 99.23 | |
| ETRISVisual=CLIP-ViTB2026.02 | 44.55 | 63.1 | 94.12 | 98.15 |