Domain Generalization on OfficeHome (Acc, H-score) benchmark leaderboard · SOTA2 Research

Domain Generalization on OfficeHome (Acc, H-score)

98.32AccODG-CLIP

Evaluation Results

Method	Links
ODG-CLIP2024.03		98.32	96.08
STYLIP + SD2024.03		85.51	81.22
MaPLe + SD2024.03		85.02	80.6
STYLIP2024.03		84.73	60.97
PromptSRC + SD2024.03		84.6	83.31
CLIPN2024.03		84.55	42.83
CLIPN + STYLIP2024.03		83.67	76.5
CLIP + OSDA2024.03		82.58	67.35
CLIP2024.03		81.43	63.62
CLIP + OpenMax2024.03		81	61.54
PromptSRC2024.03		80.21	36.4
MaPLe2024.03		79.47	33.06
LASP2024.03		76.13	34.52
CoCoOp2024.03		75.38	34.38
CoOp2024.03		73.85	36.26
SCI-PD2024.04		63.66	58.07
CORAL2024.04		63.37	56.84
DAML2024.04		62.22	56.86
XDED2024.04		61.96	55.65
EDir-CORAL2024.04		61.9	56.76
MMD2024.04		61.21	54.69
Mixstyle2024.04		61.15	54.68
CLIPBase2024.04		60.8	55.54
MEDIC2024.03		60.26	57.91
ERM2024.04		59.92	53.73
RISE2024.04		59.2	54.69
ARPL2024.04		57.68	53.06
SCI-PD2024.04		56.94	53.55
RSC2024.04		56.94	52.47
DAML2024.03		56.45	53.34
CORAL2024.04		55.14	50.74
MixStyle2024.03		53.52	49.53
CLIPBase2024.04		52.38	49.96
EDir-CORAL2024.04		52.01	49.07
Cumix2024.03		51.67	49.4
DAML2024.04		51.64	48.6
MMD2024.04		50.77	47.3
XDED2024.04		49.11	46.25
Mixstyle2024.04		48.75	46.3
ERM2024.04		46.09	43.94
ARPL2024.04		44.31	43.28
RISE2024.04		43.58	43.4
RSC2024.04		41.95	41.59