Anomaly Segmentation on VisA sequential (train)
13.2Candle ScoreUniAD
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UniADcache_pool_rehearsal=true2026.03 | 13.2 | 12.3 | 37.8 | 57.4 | 40.4 | 4.1 | 1 | 61.2 | 8.3 | 26.6 | 23.2 | 54.9 | 28.3 | 6.2 | |
| Ourscache_pool_rehearsal=false2026.03 | 11.9 | 35.1 | 65.5 | 73 | 30.9 | 2.1 | 0.6 | 68.9 | 10 | 38.3 | 26 | 75.4 | 36.5 | 4.1 | |
| UCADcache_pool_rehearsal=false2026.03 | 6.7 | 43.7 | 58 | 50.3 | 33.4 | 1.3 | 0.3 | 70.2 | 13.6 | 26.6 | 10.6 | 45.7 | 30 | 1.5 | |
| PatchCorecache_pool_rehearsal=true2026.03 | 1.8 | 1 | 4.7 | 20.2 | 8.1 | 0.3 | 0.1 | 0.8 | 0.4 | 0.8 | 1 | 44.3 | 7 | 32.7 | |
| CFAcache_pool_rehearsal=false2026.03 | 1.7 | 0.5 | 5.9 | 24.3 | 8.5 | 0.1 | 0.1 | 1.3 | 0.6 | 0.8 | 1.5 | 59.2 | 8.7 | 18.4 | |
| PatchCorecache_pool_rehearsal=false2026.03 | 1.2 | 0.7 | 5.5 | 31.5 | 8.2 | 0 | 0 | 0.8 | 0.4 | 0.7 | 1 | 58.5 | 9 | 31.1 | |
| UniADcache_pool_rehearsal=false2026.03 | 0.6 | 1.3 | 4 | 18.5 | 8.7 | 0.2 | 0.2 | 1.5 | 0.5 | 1.5 | 1.3 | 57.6 | 8 | 21.8 | |
| RD4ADcache_pool_rehearsal=false2026.03 | 0.2 | 0.5 | 6.1 | 4.5 | 9.8 | 0.1 | 0.1 | 1.3 | 0.8 | 0.8 | 1.3 | 57.6 | 6.9 | 20.1 | |
| SimpleNetcache_pool_rehearsal=false2026.03 | 0.1 | 0.4 | 1.7 | 0.7 | 4.7 | 0 | 0 | 1.3 | 0.3 | 0.4 | 0.9 | 5.8 | 1.4 | 1.6 |