Out-of-Distribution Detection on Species Average
51.11FPR@95RankFeat
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.09 | 51.11 | 88.37 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.09 | 58.12 | 74.19 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.09 | 59.02 | 87.58 | |
| ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 67.02 | 85.06 | |
| EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 70.88 | 84.03 | |
| ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 70.96 | 84.14 | |
| MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 73.79 | 81.44 |