| Benchmark | Model | Rank | Results |
|---|---|---|---|
| out-of-distribution-detection-on-imagenet-1k-vs-sun-ood-mos-mcm-full-50k | LoCoOp GL-MCM (16-shot) (extra data) | #3 | AUROC: 95.07 |
| out-of-distribution-detection-on-imagenet-1k-vs-textures-ood-mos-protocol | LoCoOp MCM (16-shot) (extra data) | #3 | AUROC: 91.32FPR95: 40.23 |
| out-of-distribution-detection-on-imagenet-1k-vs-inaturalist-ood-mos-mcm-full-50k | LoCoOp GL-MCM (16-shot) (extra data) | #4 | AUROC: 96.86FPR95: 16.05 |