Out-of-Distribution Detection on Species Plants
36.9FPR95ReAct
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReActBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 36.9 | 93.78 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 3 + 42022.09 | 38.07 | 92.88 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 42022.09 | 46.31 | 79.98 | |
| RankFeatBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true, Feature Block=Block 32022.09 | 47.01 | 91.85 | |
| EnergyBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 54.67 | 90.95 | |
| ODINBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 55.69 | 90.79 | |
| MSPBackbone=ResNetv2-101, Pre-trained=ImageNet-1k, Post hoc method=true2022.09 | 61.48 | 87.78 |