ResearchBenchmarksCoarse-grained object recognition on ImageNet-R T=20Coarse-grained object recognition on ImageNet-R T=20Follow85.28Last-Task AccuracyVILA71.29274.923578.55582.1865Feb 14, 2026Evaluation resultsMethodMethodLinksLast-Task AccuracyAverage Incremental AccuracyVILABackbone=ViT-B/16Backbone=ViT-B/162026.0285.2889.81LoRanPACBackbone=ViT-B/16Backbone=ViT-B/162026.0274.9579.9RanPACBackbone=ViT-B/16Backbone=ViT-B/162026.0271.8377.71