List your company
ResearchFormerly WizWand

Out-of-Distribution Detection on EMNIST (test)

0.917AUROCRIEM-LA
0.472920.588210.70350.81879Jun 12, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RIEM-LAprior_precision_optimized=true, exponential_maps_subset=false, training_dataset=MNIST2023.060.917
LIN. RIEM-LAprior_precision_optimized=false, exponential_maps_subset=false, training_dataset=MNIST2023.060.905
LIN. RIEM-LAprior_precision_optimized=false, exponential_maps_subset=true, training_dataset=MNIST2023.060.901
RIEM-LAprior_precision_optimized=false, exponential_maps_subset=false, training_dataset=MNIST2023.060.9
RIEM-LAprior_precision_optimized=true, exponential_maps_subset=true, training_dataset=MNIST2023.060.899
LIN. LAprior_precision_optimized=false, exponential_maps_subset=false, training_dataset=MNIST2023.060.897
LIN. LAprior_precision_optimized=true, exponential_maps_subset=false, training_dataset=MNIST2023.060.888
LIN. RIEM-LAprior_precision_optimized=true, exponential_maps_subset=true, training_dataset=MNIST2023.060.888
RIEM-LAprior_precision_optimized=false, exponential_maps_subset=true, training_dataset=MNIST2023.060.872
LIN. RIEM-LAprior_precision_optimized=true, exponential_maps_subset=false, training_dataset=MNIST2023.060.871
MAPprior_precision_optimized=false, exponential_maps_subset=false, training_dataset=MNIST2023.060.851
MAPprior_precision_optimized=true, exponential_maps_subset=false, training_dataset=MNIST2023.060.851
VANILLA LAprior_precision_optimized=true, exponential_maps_subset=false, training_dataset=MNIST2023.060.768
VANILLA LAprior_precision_optimized=false, exponential_maps_subset=false, training_dataset=MNIST2023.060.49