Out-of-distribution detection on ImageNet FarOOD 1k
93.2AUROCVIM
Evaluation Results
| Method | Links | |
|---|---|---|
| VIMBackbone=Swin-T2026.03 | 93.2 | |
| AggBBAS-EDBackbone=Swin-T2026.03 | 93.03 | |
| AggBBAS-ECBackbone=Swin-T2026.03 | 92.98 | |
| VIMBackbone=ViT-B/162026.03 | 92.84 | |
| MDSBackbone=ViT-B/162026.03 | 92.6 | |
| RMDSBackbone=ViT-B/162026.03 | 92.6 | |
| SHEBackbone=ViT-B/162026.03 | 92.42 | |
| RMDSBackbone=Swin-T2026.03 | 92.34 | |
| AggBBAS-EDBackbone=ViT-B/162026.03 | 92.14 | |
| AggBBAS-ECBackbone=ViT-B/162026.03 | 92.02 | |
| MDSBackbone=Swin-T2026.03 | 91.49 | |
| GENBackbone=ViT-B/162026.03 | 91.35 | |
| BBAS-EDBackbone=Swin-T2026.03 | 91.29 | |
| BBAS-EDBackbone=ViT-B/162026.03 | 91.2 | |
| GENBackbone=Swin-T2026.03 | 90.98 | |
| KNNBackbone=ViT-B/162026.03 | 90.81 | |
| BBAS-ECBackbone=Swin-T2026.03 | 90.76 | |
| BBAS-ECBackbone=ViT-B/162026.03 | 90.46 | |
| SHEBackbone=Swin-T2026.03 | 89.84 | |
| KNNBackbone=Swin-T2026.03 | 89.37 | |
| MSPBackbone=Swin-T2026.03 | 86.3 | |
| MSPBackbone=ViT-B/162026.03 | 86.04 | |
| ODINBackbone=Swin-T2026.03 | 73.29 | |
| ASHBackbone=ViT-B/162026.03 | 51.56 | |
| ASHBackbone=Swin-T2026.03 | 44.64 |