ResearchBenchmarksFederated Continual Learning on VTABFederated Continual Learning on VTABFollow0.98Runtime (seconds)FedRAN-9.653262.1209133.895205.6691Jun 9, 2026Evaluation resultsMethodMethodLinksRuntime (seconds)FedRANBackbone=ViT-B/16Backbone=ViT-B/162026.060.98STSABackbone=ViT-B/16Backbone=ViT-B/162026.061.01FedLwFBackbone=ViT-B/16Backbone=ViT-B/162026.06194.83TARGETBackbone=ViT-B/16Backbone=ViT-B/162026.06196.62FediCaRLBackbone=ViT-B/16Backbone=ViT-B/162026.06225.45FinetuneBackbone=ViT-B/16Backbone=ViT-B/162026.06229.37FedEWCBackbone=ViT-B/16Backbone=ViT-B/162026.06266.81