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Domain Generalization on OfficeHome (Acc, H-score)

98.32Acc

ODG-CLIP

Updated 4d ago

Evaluation Results

Method	Links
ODG-CLIP 2024.03		98.32	96.08
STYLIP + SD 2024.03		85.51	81.22
MaPLe + SD 2024.03		85.02	80.6
STYLIP 2024.03		84.73	60.97
PromptSRC + SD 2024.03		84.6	83.31
CLIPN 2024.03		84.55	42.83
CLIPN + STYLIP 2024.03		83.67	76.5
CLIP + OSDA 2024.03		82.58	67.35
CLIP 2024.03		81.43	63.62
CLIP + OpenMax 2024.03		81	61.54
PromptSRC 2024.03		80.21	36.4
MaPLe 2024.03		79.47	33.06
LASP 2024.03		76.13	34.52
CoCoOp 2024.03		75.38	34.38
CoOp 2024.03		73.85	36.26
SCI-PD 2024.04		63.66	58.07
CORAL 2024.04		63.37	56.84
DAML 2024.04		62.22	56.86
XDED 2024.04		61.96	55.65
EDir-CORAL 2024.04		61.9	56.76
MMD 2024.04		61.21	54.69
Mixstyle 2024.04		61.15	54.68
CLIPBase 2024.04		60.8	55.54
MEDIC 2024.03		60.26	57.91
ERM 2024.04		59.92	53.73
RISE 2024.04		59.2	54.69
ARPL 2024.04		57.68	53.06
SCI-PD 2024.04		56.94	53.55
RSC 2024.04		56.94	52.47
DAML 2024.03		56.45	53.34
CORAL 2024.04		55.14	50.74
MixStyle 2024.03		53.52	49.53
CLIPBase 2024.04		52.38	49.96
EDir-CORAL 2024.04		52.01	49.07
Cumix 2024.03		51.67	49.4
DAML 2024.04		51.64	48.6
MMD 2024.04		50.77	47.3
XDED 2024.04		49.11	46.25
Mixstyle 2024.04		48.75	46.3
ERM 2024.04		46.09	43.94
ARPL 2024.04		44.31	43.28
RISE 2024.04		43.58	43.4
RSC 2024.04		41.95	41.59