SHE

Reported on 4 benchmarks across 1 task

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

Computer Vision4 results

Out-of-Distribution DetectiononImageNet-1k vs iNaturalist
FPR95
34.22
best: 68.32 (GEN)
Out-of-Distribution DetectiononImageNet-1k vs Textures
FPR95
45.09
best: 79.8 (RP+GradNorm)
Out-of-Distribution DetectiononImageNet-1k vs Places
FPR95
45.35
best: 83.29 (RP+GradNorm)
Out-of-Distribution DetectiononImageNet-1k vs SUN
FPR95
54.19
best: 80.94 (DOE)