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Image Classification on PACS TotalHeavyTail setting (test)

0.764Overall AccuracyNDCL
0.678720.700860.7230.74514Jan 29, 2026

Evaluation results

MethodLinks
NDCLsetting=TotalHeavyTail2026.010.7640.8490.7220.792
ReWeightsetting=TotalHeavyTail2026.010.7410.830.7030.757
DANNsetting=TotalHeavyTail2026.010.7390.8630.7120.711
BSoftmaxsetting=TotalHeavyTail2026.010.7390.7790.7070.808
TCRIsetting=TotalHeavyTail2026.010.7340.8770.6770.72
RDMsetting=TotalHeavyTail2026.010.7280.890.660.735
SagNetsetting=TotalHeavyTail2026.010.7250.8550.6820.704
EQRMsetting=TotalHeavyTail2026.010.7250.8640.6930.72
GroupDROsetting=TotalHeavyTail2026.010.7230.8730.6780.699
LDAMsetting=TotalHeavyTail2026.010.7190.8460.6550.731
IRMsetting=TotalHeavyTail2026.010.7180.8720.6290.734
Fishrsetting=TotalHeavyTail2026.010.7160.8710.6710.711
PGradsetting=TotalHeavyTail2026.010.7130.9190.6410.687
SAMALTDGsetting=TotalHeavyTail2026.010.7070.8230.660.752
MMDsetting=TotalHeavyTail2026.010.7030.8580.6610.679
VRExsetting=TotalHeavyTail2026.010.7030.8590.660.669
MLDGsetting=TotalHeavyTail2026.010.7010.8670.6770.648
BoDAsetting=TotalHeavyTail2026.010.7010.8610.6790.645
Fishsetting=TotalHeavyTail2026.010.6990.8620.630.707
CORALsetting=TotalHeavyTail2026.010.6980.8810.6690.623
Focalsetting=TotalHeavyTail2026.010.6970.8790.6460.668
ERMsetting=TotalHeavyTail2026.010.6960.8740.620.712
Mixupsetting=TotalHeavyTail2026.010.6830.8650.650.629
GINIDGsetting=TotalHeavyTail2026.010.6820.8830.6160.655