| Benchmark | Model | Rank | Results |
|---|---|---|---|
| out-of-distribution-detection-on-imagenet-1k-vs-inaturalist-ood-mos-mcm-full-50k | NegPrompt (CLIP-B/16, Full) | #1 | AUROC: 98.73FPR95: 6.32 |
| out-of-distribution-detection-on-imagenet-1k-vs-sun-ood-mos-mcm-full-50k | NegPrompt (CLIP-B/16, Full) | #2 | AUROC: 95.55FPR95: 22.89 |
| out-of-distribution-detection-on-imagenet-1k-vs-textures-ood-mos-protocol | NegPrompt (CLIP-B/16, Full) | #2 | AUROC: 91.6FPR95: 35.21 |