Out-of-distribution detection on CIFAR10 CIFAR100 OOD (train)
85FPRVSD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VSDBackbone=AlexNet2021.02 | 85 | 33 | 72 | 76 | 68 | |
| VDBackbone=AlexNet2021.02 | 87 | 35 | 69 | 72 | 64 | |
| VSDBackbone=ResNet-182021.02 | 87 | 37 | 69 | 72 | 65 | |
| MAPBackbone=AlexNet2021.02 | 88 | 35 | 70 | 73 | 65 | |
| MAPBackbone=ResNet-182021.02 | 89 | 37 | 67 | 70 | 63 | |
| MCDBackbone=ResNet-182021.02 | 89 | 37 | 68 | 71 | 63 | |
| VDBackbone=ResNet-182021.02 | 90 | 38 | 66 | 70 | 62 | |
| MCDBackbone=AlexNet2021.02 | 91 | 41 | 63 | 63 | 60 | |
| BBBBackbone=AlexNet2021.02 | 93 | 46 | 55 | 54 | 54 | |
| BBBBackbone=ResNet-182021.02 | 93 | 41 | 62 | 66 | 58 |