Anomaly Localization on Eyecandies
97.37AUPRO @30%Text-Guided Multimodal Unified IAD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Text-Guided Multimodal Unified IADClass=Confetto2026.04 | 97.37 | 43.8 | — | |
| CFMClass=Confetto2026.04 | 96.31 | 40.51 | — | |
| Text-Guided Multimodal Unified IADClass=PeppermintCandy2026.04 | 95.72 | 40.7 | — | |
| Text-Guided Multimodal Unified IADClass=Marshmallow2026.04 | 95.21 | 46.25 | — | |
| CFMClass=PeppermintCandy2026.04 | 94.86 | 38.97 | — | |
| Text-Guided Multimodal Unified IADClass=CandyCane2026.04 | 94.57 | 21.41 | — | |
| CFMClass=Marshmallow2026.04 | 93.92 | 44.05 | — | |
| MMRDModalities=RGB, Depth, Normal2024.12 | 93.6 | — | 98.3 | |
| TRDModalities=RGB, Normal2024.12 | 93.6 | — | 98.5 | |
| CFMClass=CandyCane2026.04 | 92.91 | 15.26 | — | |
| Text-Guided Multimodal Unified IADClass=ChocolateCookie2026.04 | 91.88 | 40 | — | |
| Text-Guided Multimodal Unified IADClass=Lollipop2026.04 | 91.34 | 29.08 | — | |
| G2SFClass=CandyCane2026.04 | 90.34 | 13.2 | — | |
| 3D-ADNASModalities=RGB, Depth2024.12 | 89.8 | — | — | |
| Text-Guided Multimodal Unified IADClass=Average2026.04 | 89.6 | 34.48 | — | |
| CFMModalities=RGB, PC2024.12 | 88.7 | — | 97.4 | |
| G2SFClass=Lollipop2026.04 | 88.4 | 17.47 | — | |
| CFMClass=Lollipop2026.04 | 88.3 | 14.25 | — | |
| M3DMModalities=RGB, PC2024.12 | 88.2 | — | 97.7 | |
| Text-Guided Multimodal Unified IADClass=GummyBear2026.04 | 86.81 | 33.76 | — | |
| CFMClass=Average2026.04 | 86.53 | 28.88 | — | |
| CFMClass=GummyBear2026.04 | 85.46 | 32.43 | — | |
| CFMClass=ChocolateCookie2026.04 | 85.21 | 31.94 | — | |
| Text-Guided Multimodal Unified IADClass=LicoriceSandwich2026.04 | 82.22 | 33.52 | — | |
| Text-Guided Multimodal Unified IADClass=ChocolatePraline2026.04 | 81.63 | 36.1 | — | |
| G2SFClass=PeppermintCandy2026.04 | 81.26 | 21.91 | — | |
| G2SFClass=GummyBear2026.04 | 79.7 | 19.99 | — | |
| Text-Guided Multimodal Unified IADClass=HazelnutTruffle2026.04 | 79.19 | 20.21 | — | |
| G2SFClass=Confetto2026.04 | 78.86 | 19.44 | — | |
| CFMClass=LicoriceSandwich2026.04 | 78.63 | 25.45 | — | |
| CFMClass=ChocolatePraline2026.04 | 76.84 | 29.6 | — | |
| G2SFClass=Average2026.04 | 75.82 | 16.43 | — | |
| ASTModalities=RGB, Depth2024.12 | 74.4 | — | 90.2 | |
| G2SFClass=Marshmallow2026.04 | 73.11 | 20.43 | — | |
| CFMClass=HazelnutTruffle2026.04 | 72.85 | 16.37 | — | |
| G2SFClass=ChocolateCookie2026.04 | 71.97 | 15.73 | — | |
| G2SFClass=LicoriceSandwich2026.04 | 68.64 | 12.21 | — | |
| G2SFClass=ChocolatePraline2026.04 | 68.24 | 17.23 | — | |
| G2SFClass=HazelnutTruffle2026.04 | 57.68 | 6.72 | — |