ResearchBenchmarksConcept Interpretability on PartImageNet (test)Concept Interpretability on PartImageNet (test)Follow44.3LocalityINSIGHT15.28422.81730.3537.883Jan 20, 2026Evaluation resultsMethodMethodLinksLocalityConsistencyImpurityINSIGHTBackbone=ViT-B-16 CLIP...Backbone=ViT-B-16 CLIP-DINOiser2026.0144.315.30.333PatchSAE2026.0132.213.10.353MSAELRP for spatial attrib...LRP for spatial attribution=true2026.0120.910.60.833DN-CBMLRP for spatial attrib...LRP for spatial attribution=true2026.0118.79.30.761SALF-CBM2026.0116.49.90.841