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OOD Detection on MNIST (ID) vs FMNIST (OOD)

99.99Epistemic AUROC

GEM-FI

Updated 28d ago

Evaluation Results

Method	Links
GEM-FI 2026.05		99.99	99.99
GEM-MIX 2026.05		99.98	99.99
DAEDL 2026.05		99.83	99.8
GEM-CORE 2026.05		99.77	99.99
LTS 2026.05		99.7	99.5
Re-EDL 2026.05		99.55	-
R-EDL 2026.05		99	-
CEDL+ 2026.05		98.68	98.7
I-EDL 2026.05		98.5	98.5
KL-PN 2026.05		97.85	97.8
EDL 2026.05		97.5	97.75
POSTNET 2026.05		96.9	97.4
RKL-PN 2026.05		71.7	77.9
DROPOUT 2026.05		-	96.1