Domain Generalization on TerraInc DomainBed benchmark leaderboard · SOTA2 Research

Domain Generalization on TerraInc DomainBed

36.3L100 ErrorSagNet

Evaluation Results

Method	Links
SagNet2024.10		36.3	40.3	52.5	33.3	40.6
CDANN2024.10		36.9	32.7	51.1	33.5	38.6
MLDG2024.10		39.6	33.2	52.4	35.1	40.1
ARM2024.10		41.5	27.7	50.9	29.6	37.4
IRM2024.10		41.8	29	49.6	33.1	38.4
ERM2024.10		42.1	30.1	48.9	34	38.8
RSC2024.10		42.8	32.2	49.6	32.9	39.4
CAD2024.10		43.1	31.1	53.1	34.7	40.5
DANN2024.10		44.3	28	47.9	31.3	37.9
CondCAD2024.10		44.4	32.9	50.5	30.8	39.7
MTL2024.10		45.2	31	50.6	34.9	40.4
GroupGRO2024.10		45.3	36.1	51	33.7	41.5
SD2024.10		45.5	33.2	52.9	36.4	42
SelfReg2024.10		46.1	34.5	49.8	34.7	41.3
Fish2024.10		46.3	29	52.7	32.8	40.2
CORAL2024.10		46.7	36.9	49.5	32.5	41.4
ERM+2024.10		46.7	37.1	53.2	34.8	42.9
Meta-DMoE2024.10		47.1	29.2	47.8	35.8	40
VREx2024.10		48	41.1	51.8	32	43.2
MMD2024.10		49.1	36.4	50.4	32.3	42
Mixup2024.10		49.4	35.9	53	30	42.1
Fishr2024.10		49.9	36.6	49.8	34.2	42.6
MixStyle2024.10		50.6	28	52.1	33	40.9
ITTA2024.10		51.7	37.6	49.9	33.6	43.2
LFME2024.10		53.4	40.7	54.9	36.4	46.3