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Image Classification on CIFAR-10 C1→C2

59.3AccuracyGraphATA
7.92421.26234.647.938May 30, 2026

Evaluation results

MethodLinks
GraphATAAdaptation=Source-free2026.0559.3
Ucon SFDAAdaptation=Source-free2026.0558.3
GALAAdaptation=Source-free2026.0558.3
SFDA LLNAdaptation=Source-free2026.0558.1
S2PLRAdaptation=Source-free2026.0558
SOGAAdaptation=Source-free2026.0557.9
NVC_LLNAdaptation=Source-free2026.0557.8
SF(DA)2Adaptation=Source-free2026.0557.7
GraphCTAAdaptation=Source-free2026.0557.7
GMTAdaptation=Source-only2026.0549.6
CINAdaptation=Source-only2026.0547.1
PathNNAdaptation=Source-only2026.0544.5
GCNAdaptation=Source-only2026.0544.1
GINAdaptation=Source-only2026.0542.4
WL subtreeAdaptation=Source-only2026.059.9