EffNetb7 Relative Cosine Sim

Reported on 2 benchmarks across 1 task · 1 paper

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 NINCO
AUROC· 2023-06-01
87.9
best: 95 (ViT-B-384 Mahalanobis (pre-trained on IN-21k))
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation arXiv:2306.00826
Out-of-Distribution DetectiononImageNet-1k vs NINCO
FPR@95· 2023-06-01
53.7
best: 54.9 (EffNetv2-M Relative Mahalanobis)
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation arXiv:2306.00826