MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-10MOS (BiT-S-R101x1)#25AUROC: 81.23FPR95: 60.43
out-of-distribution-detection-on-imagenet-1k-12MOS (BiT-S-R101x1)#10FPR95: 39.97AUROC: 90.11
out-of-distribution-detection-on-imagenet-1k-3MOS (BiT-S-R101x1)#6AUROC: 98.15FPR95: 9.28
out-of-distribution-detection-on-imagenet-1k-8MOS (BiT-S-R101x1)#11FPR95: 40.63AUROC: 92.01
out-of-distribution-detection-on-imagenet-1k-9MOS (BiT-S-R101x1)#13FPR95: 49.54AUROC: 89.06