Out-of-Distribution Detection on Species Microorganisms
37.21FPR95RankFeat
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.09 | 37.21 | 92.82 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.09 | 39.06 | 86.67 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.09 | 49.72 | 90.04 | |
| ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 58.82 | 85.88 | |
| EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 60.87 | 90.3 | |
| ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 65.94 | 89.35 | |
| MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 72.23 | 84.25 |