Object Anomaly Detection on Anomaly-ShapeNet Two Sample per class (test)
100Object AUROCOpen3D-AD
Evaluation results
| Method | Links | |
|---|---|---|
| Open3D-ADcategory=Microphone2026.04 | 100 | |
| Open3D-ADcategory=Ashtray2026.04 | 99.89 | |
| Open3D-ADcategory=Eraser2026.04 | 99.89 | |
| Open3D-ADcategory=Cup2026.04 | 99.59 | |
| Open3D-ADcategory=Bowl2026.04 | 96.66 | |
| Open3D-ADcategory=Headset2026.04 | 96.17 | |
| Open3D-ADcategory=Bottle2026.04 | 91.2 | |
| Open3D-ADcategory=Jar2026.04 | 89 | |
| Open3D-ADcategory=Vase2026.04 | 88.68 | |
| Open3D-ADcategory=Desk2026.04 | 88.22 | |
| Open3D-ADcategory=Bucket2026.04 | 87.69 | |
| Open3D-ADcategory=Bag2026.04 | 87.56 | |
| DRAvariant=pm, category=Ashtray2026.04 | 86.92 | |
| Open3D-ADcategory=Average2026.04 | 86.67 | |
| Open3D-ADcategory=Cabinet2026.04 | 84.67 | |
| Open3D-ADcategory=Cap2026.04 | 84.12 | |
| Open3D-ADcategory=Helmet2026.04 | 81.54 | |
| DRAvariant=pb, category=Ashtray2026.04 | 79.44 | |
| Open3D-ADcategory=Knife2026.04 | 78.22 | |
| Open3D-ADcategory=Shelf2026.04 | 76.44 | |
| Open3D-ADcategory=Screen2026.04 | 69.84 | |
| Open3D-ADcategory=Tap2026.04 | 69.84 | |
| DRAvariant=pm, category=Average2026.04 | 68.23 | |
| DevNetvariant=pm, category=Ashtray2026.04 | 67.81 | |
| Open3D-ADcategory=Chair2026.04 | 64.29 | |
| DRAvariant=pb, category=Average2026.04 | 62.98 | |
| DevNetvariant=pm, category=Average2026.04 | 59.07 | |
| DevNetvariant=pb, category=Ashtray2026.04 | 56.86 | |
| DevNetvariant=pb, category=Average2026.04 | 53.92 |