List your company
ResearchFormerly WizWand

Out-of-distribution Detection on CELEBA vs FOOD-101 (test)

0.96AUROCDE
0.67920.75210.8250.8979Sep 23, 2024
Updated 8mo ago

Evaluation results

MethodLinks
DEMemory budget=10p2024.090.96
Sketched Lanczos UncertaintyMemory budget=10p2024.090.95
Sketched Lanczos UncertaintyModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.95
LLAMemory budget=10p2024.090.94
LEMemory budget=10p2024.090.94
SCODMemory budget=10p2024.090.94
SCODModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.94
LE-HMemory budget=10p2024.090.93
LLAModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.93
LEModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.93
LE-HModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.91
Deep EnsembleModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.88
LLA-DMemory budget=10p2024.090.8
LLA-DModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.8
SWAGMemory budget=10p2024.090.78
SWAGModel Architecture=VisualAttentionNet, Parameters (p)=4M, Memory Budget=3p2024.090.69