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ResearchFormerly WizWand

Cat/Dog Classification on CATDOG 2023 (test)

0.878AUROCBayesian-TPNN
0.704320.749410.79450.83959Oct 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Bayesian-TPNNModel Framework=Independent Concept Bottleneck Models (ICBM), Number of concepts=5, Concept source=CLIP/GPT-52025.100.878
ANOVA-T2PNNModel Framework=Independent Concept Bottleneck Models (ICBM), Number of concepts=5, Concept source=CLIP/GPT-52025.100.853
NA2MModel Framework=Independent Concept Bottleneck Models (ICBM), Number of concepts=5, Concept source=CLIP/GPT-52025.100.851
LinearModel Framework=Independent Concept Bottleneck Models (ICBM), Number of concepts=5, Concept source=CLIP/GPT-52025.100.711