Anomaly Localization on MPDD 1.0 (test)
99.35Pixel AUROCRealNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RealNetSynthesis Method=DTD, Category=Metal Plate2024.03 | 99.35 | 93.78 | — | — | |
| RealNetSynthesis Method=SIA, Category=Metal Plate2024.03 | 99.28 | 94.44 | — | — | |
| RealNetSynthesis Method=SIA, Category=Bracket Black2024.03 | 99.27 | 87.1 | — | — | |
| RealNetSynthesis Method=DTD, Category=Tubes2024.03 | 99.01 | 96.49 | — | — | |
| RealNetSynthesis Method=DTD, Category=Bracket Black2024.03 | 98.9 | 88.57 | — | — | |
| RealNetSynthesis Method=CutPaste, Category=Metal Plate2024.03 | 98.83 | 92.69 | — | — | |
| RealNetSynthesis Method=DTD, Category=Bracket White2024.03 | 98.59 | 77.08 | — | — | |
| RealNetSynthesis Method=DTD, Category=AVG2024.03 | 98.49 | 85.75 | — | — | |
| RealNetSynthesis Method=CutPaste, Category=Connector2024.03 | 98.47 | 74.05 | — | — | |
| RD4ADEvaluation protocol=multi-class UAD2025.03 | 98.3 | 95.2 | 39.6 | 40.6 | |
| RealNetSynthesis Method=SIA, Category=AVG2024.03 | 98.2 | 89.66 | — | — | |
| RealNetSynthesis Method=CutPaste, Category=Tubes2024.03 | 98.09 | 92.99 | — | — | |
| GLADEvaluation protocol=multi-class UAD2025.03 | 98 | 93 | 40.9 | 41.5 | |
| RealNetSynthesis Method=SIA, Category=Tubes2024.03 | 97.94 | 93.29 | — | — | |
| RealNetSynthesis Method=SIA, Category=Bracket Brown2024.03 | 97.81 | 94.36 | — | — | |
| RealNetSynthesis Method=DTD, Category=Connector2024.03 | 97.76 | 65.91 | — | — | |
| MambaADEvaluation protocol=multi-class UAD2025.03 | 97.7 | 92.8 | 33.5 | 38.6 | |
| RealNetSynthesis Method=CutPaste, Category=AVG2024.03 | 97.69 | 72.63 | — | — | |
| RealNetSynthesis Method=CutPaste, Category=Bracket Brown2024.03 | 97.54 | 55.17 | — | — | |
| RealNetSynthesis Method=SIA, Category=Connector2024.03 | 97.46 | 84.79 | — | — | |
| RealNetSynthesis Method=SIA, Category=Bracket White2024.03 | 97.44 | 84 | — | — | |
| RealNetSynthesis Method=DTD, Category=Bracket Brown2024.03 | 97.35 | 92.64 | — | — | |
| SimpleNetEvaluation protocol=multi-class UAD2025.03 | 97.1 | 90 | 33.6 | 35.7 | |
| RealNetSynthesis Method=CutPaste, Category=Bracket Black2024.03 | 96.67 | 56.53 | — | — | |
| RealNetSynthesis Method=CutPaste, Category=Bracket White2024.03 | 96.51 | 64.32 | — | — | |
| UniADEvaluation protocol=multi-class UAD2025.03 | 95.4 | 83.8 | 19 | 25.6 | |
| DeCo-DiffEvaluation protocol=multi-class UAD2025.03 | 95.1 | 79.5 | 45.3 | 46.6 | |
| DIADEvaluation protocol=multi-class UAD2025.03 | 91.4 | 66.1 | 15.3 | 19.2 | |
| DeSTSegEvaluation protocol=multi-class UAD2025.03 | 90.8 | 78.3 | 30.6 | 32.9 |