Out-of-Distribution Detection on Species Mollusks
76.38FPR95RankFeat
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.09 | 76.38 | 78.13 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.09 | 80.14 | 59.92 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.09 | 80.37 | 79.61 | |
| MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 85.62 | 70.51 | |
| ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 86.22 | 71.31 | |
| EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 88.47 | 70.53 | |
| ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 90.58 | 76.33 |