ResearchBenchmarksIncremental Image Classification on DomainNetIncremental Image Classification on DomainNetFollow75.03Average AccuracyCVLC30.861242.328153.79565.2619Jun 29, 2026Evaluation resultsMethodMethodLinksAverage AccuracyLast AccuracyCVLCBackbone=CLIP, Shots=5Backbone=CLIP, Shots=52026.0675.0366.13FSHILBackbone=ViT, Shots=5Backbone=ViT, Shots=52026.0652.9244.05AppBackbone=ViT, Shots=5Backbone=ViT, Shots=52026.0649.1321.37SECBackbone=ViT, Shots=5Backbone=ViT, Shots=52026.0647.5318.19ASPBackbone=ViT, Shots=5Backbone=ViT, Shots=52026.0645.4316.47ICONBackbone=ViT, Shots=5Backbone=ViT, Shots=52026.0632.5632.27