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Image Classification on CIFAR-10 C0→C2

58.8AccuracyGraphATA
7.94421.14734.3547.553Apr 3, 2026Apr 12, 2026Apr 22, 2026May 1, 2026May 11, 2026May 20, 2026May 30, 2026

Evaluation results

MethodLinks
GraphATAAdaptation=Source-free2026.0558.8
GALAAdaptation=Source-free2026.0557.4
GraphCTAAdaptation=Source-free2026.0557
Ucon SFDAAdaptation=Source-free2026.0556.6
S2PLRAdaptation=Source-free2026.0556.4
SOGAAdaptation=Source-free2026.0556.3
NVC_LLNAdaptation=Source-free2026.0555.5
SFDA LLNAdaptation=Source-free2026.0555.2
SF(DA)2Adaptation=Source-free2026.0555.1
CINAdaptation=Source-only2026.0548.1
PathNNAdaptation=Source-only2026.0547.6
GMTAdaptation=Source-only2026.0544.1
GINAdaptation=Source-only2026.0543.3
GCNAdaptation=Source-only2026.0542
DSBD2026.0432.28
TDSS2026.0431.22
StruRW2026.0431.05
LAD-GNN2026.0430.15
PA-BOTH2026.0429.33
TGS2026.0428.45
G-CRD2026.0427.12
AdaGMLP2026.0426.55
A2GNN2026.0425.66
MuGSI2026.0424.33
ClustGDD2026.0423.11
SGDA2026.0422.45
GAA2026.0421.55
WL subtreeAdaptation=Source-only2026.059.9