Out-of-Distribution Detection on Species Protozoa
52.78FPR@95RankFeat
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.09 | 52.78 | 88.65 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.09 | 58.99 | 88.81 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.09 | 66.98 | 70.19 | |
| MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 75.81 | 83.2 | |
| ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 75.97 | 85.11 | |
| EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 79.49 | 84.34 | |
| ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 81.74 | 84.26 |