Out-of-Distribution Detection on ImageNet-100 vs iNaturalist (test)
72.74OOD AccuracyAHA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AHABackbone=ResNet-34, Pre-trained=ImageNet, Epochs=100, Learning rate=0.01, Batch size=642024.10 | 72.74 | 86.02 | 2.55 | 99.35 | |
| SCONEBackbone=ResNet-34, Pre-trained=ImageNet, Epochs=100, Learning rate=0.01, Batch size=642024.10 | 65.34 | 87.64 | 27.13 | 95.66 | |
| WOODSBackbone=ResNet-34, Pre-trained=ImageNet, Epochs=100, Learning rate=0.01, Batch size=642024.10 | 44.46 | 86.49 | 10.5 | 98.22 |