Out Of Distribution Detection On Imagenet 1K 11
評価指標
AUROC
FPR95
Latency, ms
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
比較表
| モデル名 | AUROC | FPR95 | Latency, ms |
|---|---|---|---|
| nearest-neighbor-guidance-for-out-of-1 | 92.49 | 35.1 | 11.10 |
| nearest-neighbor-guidance-for-out-of-1 | 97.73 | 10.79 | 31.00 |
| neuron-activation-coverage-rethinking-out-of | 91.45 | - | - |
| gen-pushing-the-limits-of-softmax-based-out | 80.43 | - | - |
| vim-out-of-distribution-with-virtual-logit | 97.61 | 12.61 | - |
| discopatch-batch-statistics-are-all-you-need | 94.4 | 29.7 | 1.56 |
| forte-finding-outliers-with-representation | 96.73 ± 00.11 | 11.77 ± 00.57 | - |