Anomaly Localization on AD-DualDiff
61.12Accuracy@0.3DifferAD-R1
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DifferAD-R12026.06 | 61.12 | 60.95 | 49.21 | 37.66 | |
| DifferAD-R1 FullTraining Data=Synthetic pairs only2026.06 | 61.12 | 60.95 | 49.21 | — | |
| PatchCoreTraining Data=Normal images only2026.06 | 51.29 | 47.76 | 41.38 | — | |
| Qwen3VL-235Bnumber of parameters=235B2026.06 | 49.48 | 44.57 | 41.33 | 21.61 | |
| Qwen3VL-32Bnumber of parameters=32B2026.06 | 45.49 | 41.16 | 38.21 | 21.36 | |
| Qwen2VL-7Bnumber of parameters=7B2026.06 | 41.25 | 26.06 | 36.82 | 12.28 | |
| Qwen3VL-8Bnumber of parameters=8B2026.06 | 39.63 | 28.3 | 35.53 | 13.35 | |
| Migician2026.06 | 37.26 | 40.81 | 28.85 | 23.81 | |
| PaDiMTraining Data=Normal images only2026.06 | 37.21 | 22.67 | 33.69 | — | |
| WinCLIPTraining Data=Normal reference images2026.06 | 33.89 | 17.76 | 30.75 | — | |
| UniVG-R12026.06 | 32.2 | 43.16 | 23.51 | 30.06 | |
| InternVL3-8Bnumber of parameters=8B2026.06 | 28.36 | 10.1 | 27.5 | 4.9 | |
| Mantis2026.06 | 27.76 | 0 | 27.76 | 27.76 | |
| InternVL2-8Bnumber of parameters=8B2026.06 | 23.49 | 2.36 | 23.34 | 1.1 | |
| Qwen2.5VL-7Bnumber of parameters=7B2026.06 | 22.58 | 4.62 | 22.64 | 3.42 | |
| Minicpmversion=2.62026.06 | 20.2 | 3.96 | 20.3 | 2.38 | |
| InternVL3.5-8Bnumber of parameters=8B2026.06 | 7.51 | 7.09 | 7.36 | 4.87 | |
| Minicpmversion=4.52026.06 | 6.08 | 9.21 | 5.39 | 6.03 | |
| mPLUG-Owl32026.06 | 5.51 | 9.54 | 4.72 | 6.44 |