OOD Detection on Textures (test)
24.92FPRNPOS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NPOSBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 24.92 | 91.35 | |
| PIDBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 31.26 | 93.59 | |
| DMPLBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 35.09 | 90.93 | |
| CIDERBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 43.94 | 90.42 | |
| PALMBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 44.06 | 91.43 | |
| kNN+Backbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 57.15 | 88.35 | |
| VOSBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 57.57 | 87.31 | |
| CSIBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 61.61 | 86.47 | |
| SSD+Backbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 66.63 | 86.18 | |
| VimBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 74.56 | 76.23 | |
| EnergyBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 79.01 | 79.96 | |
| ODINBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 85.28 | 75.23 | |
| MSPBackbone=ResNet-34, In-distribution (ID) Dataset=CIFAR-1002026.03 | 86.51 | 72.53 |