NNGuide-ViM (ViT-B/16)

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision2 results

Out-of-Distribution DetectiononImageNet-1K vs ImageNet-O
AUROC· uses extra data· 2023-09-26
92.96
SOTA
Nearest Neighbor Guidance for Out-of-Distribution Detection arXiv:2309.14888
Out-of-Distribution DetectiononImageNet-1K vs ImageNet-O
FPR95· uses extra data· 2023-09-26
33.1
best: 97.3 (GEN)
Nearest Neighbor Guidance for Out-of-Distribution Detection arXiv:2309.14888