ResearchBenchmarksConcept Interpretability on COCO-stuff (test)Follow44.5LocalityINSIGHT16.83624.01831.238.382Jan 20, 2026Evaluation ResultsMethodMethodLinksLocalityConsistencyImpurityINSIGHTBackbone=ViT-B-16 CLIP...Backbone=ViT-B-16 CLIP-DINOiser2026.0144.513.10.539PatchSAE2026.0134.612.70.663MSAELRP for spatial attrib...LRP for spatial attribution=true2026.01207.91.198SALF-CBM2026.0119.56.71.143DN-CBMLRP for spatial attrib...LRP for spatial attribution=true2026.0117.95.71.235