Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection

Benchmark Model Rank Results
out-of-distribution-detection-on-imagenet-1k-vs-textures-ood-mos-protocolLocal-Prompt+LoCoOp (16-shot) (extra data)#1AUROC: 92.29FPR95: 34.5
out-of-distribution-detection-on-imagenet-1k-vs-inaturalist-ood-mos-mcm-full-50kLocal-Prompt (16-shot) (extra data)#2AUROC: 98.10