Image-level Anomaly Detection on MAD-Sim (test)
0.939AUROCSplatPose
Evaluation results
| Method | Links | |
|---|---|---|
| SplatPoseapproach=3D Object-based, methodology_type=View Synthesis2024.04 | 0.939 | |
| OmniADapproach=3D Object-based, methodology_type=View Synthesis2024.04 | 0.909 | |
| PatchCoreapproach=2D Image-based without Poses, methodology_type=Memory Banks2024.04 | 0.785 | |
| ASTapproach=2D Image-based without Poses, methodology_type=Student-Teacher2024.04 | 0.714 | |
| CFlowapproach=2D Image-based without Poses, methodology_type=Normal. Flow2024.04 | 0.713 | |
| SimpleNetapproach=2D Image-based without Poses, methodology_type=Synthetic2024.04 | 0.688 | |
| CFAapproach=2D Image-based without Poses, methodology_type=Memory Banks2024.04 | 0.684 | |
| CS-Flowapproach=2D Image-based without Poses, methodology_type=Normal. Flow2024.04 | 0.657 | |
| Mahal.approach=2D Image-based without Poses, methodology_type=Feature Emb.2024.04 | 0.651 | |
| RD4ADapproach=2D Image-based without Poses, methodology_type=Student-Teacher2024.04 | 0.634 | |
| DRÆMapproach=2D Image-based without Poses, methodology_type=Synthetic2024.04 | 0.609 | |
| STFPMapproach=2D Image-based without Poses, methodology_type=Student-Teacher2024.04 | 0.595 | |
| PaDiMapproach=2D Image-based without Poses, methodology_type=Feature Emb.2024.04 | 0.582 |