Anomaly Generation on VisA
10IC-LPIPSSeaS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SeaSCategory=candle2026.03 | 10 | 47.65 | — | |
| O2MAGCategory=candle2026.03 | 12 | 41.91 | — | |
| AnomalyDiffusionCategory=candle2026.03 | 17 | 183.21 | — | |
| O2MAGCategory=fryum2026.03 | 18 | 24.93 | — | |
| O2MAGCategory=macaroni12026.03 | 19 | 44.92 | — | |
| SeaSCategory=pipe fryum2026.03 | 19 | 23.59 | — | |
| O2MAGCategory=pcb32026.03 | 21 | 8.63 | — | |
| AnomalyDiffusionCategory=pipe fryum2026.03 | 21 | 76.04 | — | |
| AnomalyDiffusionCategory=macaroni12026.03 | 22 | 153.18 | — | |
| SeaSCategory=macaroni12026.03 | 22 | 152.04 | — | |
| SeaS2025.07 | 23 | 97 | — | |
| AnomalyDiffusionCategory=pcb32026.03 | 23 | 52.12 | — | |
| O2MAGCategory=pipe fryum2026.03 | 23 | 9.02 | — | |
| SeaSCategory=fryum2026.03 | 24 | 82.2 | — | |
| O2MAGCategory=pcb42026.03 | 24 | 9.82 | — | |
| SeaSCategory=pcb32026.03 | 25 | 83.62 | — | |
| SeaSCategory=pcb42026.03 | 25 | 12.31 | — | |
| AnoDiff2026.04 | 25 | — | 1.26 | |
| DualAnoDiff2026.04 | 25 | — | 1.25 | |
| DFMGAN2026.04 | 26 | — | 1.25 | |
| SeaS2026.04 | 26 | — | 1.27 | |
| AnomalyDiffusionCategory=fryum2026.03 | 27 | 238.41 | — | |
| O2MAGCategory=pcb22026.03 | 27 | 10.91 | — | |
| O2MAGCategory=Average2026.03 | 27 | 23.1 | — | |
| SeaSCategory=chewinggum2026.03 | 29 | 24.19 | — | |
| O2MAGCategory=pcb12026.03 | 29 | 36.03 | — | |
| AnomalyDiffusionCategory=pcb22026.03 | 29 | 81.66 | — | |
| AnomalyDiffusionCategory=pcb42026.03 | 29 | 34.29 | — | |
| SeaSCategory=Average2026.03 | 29 | 63.22 | — | |
| AnoDiff2025.07 | 30 | 110.76 | — | |
| AnoGen2025.07 | 30 | 106.41 | — | |
| SeaSCategory=pcb22026.03 | 30 | 30.8 | — | |
| AnomalyDiffusionCategory=Average2026.03 | 30 | 108.04 | — | |
| AnomalyDiffusionCategory=pcb12026.03 | 31 | 77.68 | — | |
| SeaSCategory=pcb12026.03 | 31 | 29.91 | — | |
| GroundingAnomaly2026.04 | 31 | — | 1.29 | |
| MAGIC2025.07 | 32 | 79.81 | — | |
| O2MAGCategory=chewinggum2026.03 | 33 | 33.36 | — | |
| AnomalyDiffusionCategory=chewinggum2026.03 | 34 | 39.63 | — | |
| SeaSCategory=cashew2026.03 | 35 | 10.37 | — | |
| O2MAGCategory=cashew2026.03 | 35 | 10.29 | — | |
| AnomalyDiffusionCategory=macaroni22026.03 | 35 | 178.19 | — | |
| O2MAGCategory=macaroni22026.03 | 35 | 26.83 | — | |
| DualAnoDiffCategory=pcb32026.03 | 35 | 81.88 | — | |
| DualAnoDiffCategory=pcb42026.03 | 37 | 28.68 | — | |
| DualAnoDiffCategory=candle2026.03 | 38 | 180.22 | — | |
| AnomalyDiffusionCategory=cashew2026.03 | 38 | 78.22 | — | |
| DualAnoDiffCategory=pcb22026.03 | 38 | 36.04 | — | |
| DualAnoDiffCategory=macaroni12026.03 | 40 | 207.27 | — | |
| SeaSCategory=macaroni22026.03 | 40 | 150.64 | — | |
| DualAnoDiffCategory=pcb12026.03 | 40 | 50.66 | — | |
| DualAnoDiffCategory=pipe fryum2026.03 | 40 | 47.7 | — | |
| DualAnoDiffCategory=fryum2026.03 | 41 | 102 | — | |
| DualAnoDiff2025.07 | 43 | 152.64 | — | |
| DualAnoDiffCategory=chewinggum2026.03 | 43 | 29.76 | — | |
| DualAnoDiffCategory=Average2026.03 | 43 | 96.99 | — | |
| DualAnoDiffCategory=cashew2026.03 | 48 | 52.46 | — | |
| DualAnoDiffCategory=macaroni22026.03 | 50 | 221.05 | — | |
| O2MAGCategory=capsules2026.03 | 54 | 20.53 | — | |
| AnomalyDiffusionCategory=capsules2026.03 | 56 | 103.91 | — | |
| SeaSCategory=capsules2026.03 | 61 | 111.32 | — | |
| DualAnoDiffCategory=capsules2026.03 | 64 | 126.19 | — |