Referring Industrial Anomaly Segmentation on Mvrec-Ref (val)
67.59mIoUDQFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DQFormerVisual=Swin-B2026.02 | 67.59 | 73.73 | 99.56 | 98.67 | |
| CGFormerVisual=Swin-B2026.02 | 64.51 | 70.31 | 99.48 | 97.09 | |
| ReLAVisual=Swin-B2026.02 | 63.04 | 69.86 | 98.45 | 98.56 | |
| ADSAVisual=CLIP-ViTB2026.02 | 58.32 | 69.09 | 98.35 | 99.57 | |
| LAVTVisual=Swin-B2026.02 | 57.93 | 68.7 | 98.13 | 98.28 | |
| BKINetVisual=CLIP-R1012026.02 | 47.43 | 54.16 | 86.34 | 99.52 | |
| CRISVisual=CLIP-R1012026.02 | 47.34 | 61.48 | 98.41 | 90.23 | |
| ETRISVisual=CLIP-ViTB2026.02 | 38.5 | 54.59 | 95.46 | 98.24 |