Image Classification on PACS TotalHeavyTail setting (test) benchmark leaderboard · SOTA2 Research

Image Classification on PACS TotalHeavyTail setting (test)

0.764Overall AccuracyNDCL

Evaluation Results

Method	Links
NDCL2026.01		0.764	0.849	0.722	0.792
ReWeight2026.01		0.741	0.83	0.703	0.757
DANN2026.01		0.739	0.863	0.712	0.711
BSoftmax2026.01		0.739	0.779	0.707	0.808
TCRI2026.01		0.734	0.877	0.677	0.72
RDM2026.01		0.728	0.89	0.66	0.735
SagNet2026.01		0.725	0.855	0.682	0.704
EQRM2026.01		0.725	0.864	0.693	0.72
GroupDRO2026.01		0.723	0.873	0.678	0.699
LDAM2026.01		0.719	0.846	0.655	0.731
IRM2026.01		0.718	0.872	0.629	0.734
Fishr2026.01		0.716	0.871	0.671	0.711
PGrad2026.01		0.713	0.919	0.641	0.687
SAMALTDG2026.01		0.707	0.823	0.66	0.752
MMD2026.01		0.703	0.858	0.661	0.679
VREx2026.01		0.703	0.859	0.66	0.669
MLDG2026.01		0.701	0.867	0.677	0.648
BoDA2026.01		0.701	0.861	0.679	0.645
Fish2026.01		0.699	0.862	0.63	0.707
CORAL2026.01		0.698	0.881	0.669	0.623
Focal2026.01		0.697	0.879	0.646	0.668
ERM2026.01		0.696	0.874	0.62	0.712
Mixup2026.01		0.683	0.865	0.65	0.629
GINIDG2026.01		0.682	0.883	0.616	0.655