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Multi-Source Domain Adaptation on DomainNet (test)

53.9Average Accuracy

Multi-Prompt Alignment

Updated 4d ago

Evaluation Results

Method	Links
Multi-Prompt Alignment 2022.09		53.9	-	-	-	-	-	-	64.9	46.6	61.8	10.2	82.5	57.5
Latent Subspace Tuning 2022.09		53.6	-	-	-	-	-	-	64.6	46.7	61.6	9.8	81.2	57.6
CLIP 2022.09		50.5	-	-	-	-	-	-	61.3	42	56.1	10.3	79.3	54.1
SImpAl101 2021.03		48.6	66.4	26.5	56.6	18.9	68	55.5	-	-	-	-	-	-
MCC 2019.12		47.6	65.5	26	56.6	16.5	68	52.7	-	-	-	-	-	-
M³SDA 2019.12		42.6	58.6	26	52.3	6.3	62.7	49.5	-	-	-	-	-	-
M³SDA-β 2021.03		42.6	58.6	26	52.3	6.3	62.7	49.5	-	-	-	-	-	-
M³SDA 2021.03		41.5	57.2	24.2	51.6	5.2	61.6	49.6	-	-	-	-	-	-
MCD 2019.12		38.5	54.3	22.1	45.7	7.6	58.4	43.5	-	-	-	-	-	-
MCD 2021.03		38.5	54.3	22.1	45.7	7.6	58.4	43.5	-	-	-	-	-	-
DCTN 2019.12		38.2	48.6	23.5	48.8	7.2	53.5	47.3	-	-	-	-	-	-
DCTN 2021.03		38.2	48.6	23.5	48.8	7.2	53.5	47.3	-	-	-	-	-	-
ResNet 2019.12		32.9	47.6	13	38.1	13.3	51.9	33.7	-	-	-	-	-	-
Source Only 2021.03		32.9	47.6	13	38.1	13.3	51.9	33.7	-	-	-	-	-	-
MCD 2021.03		32.2	42.6	19.6	42.6	3.8	50.5	33.8	-	-	-	-	-	-
ADDA 2021.03		32.2	47.5	11.4	36.7	14.7	49.1	33.5	-	-	-	-	-	-
DAN 2021.03		32.1	45.4	12.8	36.2	15.3	48.6	34	-	-	-	-	-	-
RTN 2021.03		31.1	44.2	12.6	35.3	14.6	48.4	31.7	-	-	-	-	-	-
JAN 2021.03		29.6	40.9	11.1	35.4	12.1	45.8	32.3	-	-	-	-	-	-
DAN 2021.03		28.6	39.1	11.4	33.3	16.2	42.1	29.7	-	-	-	-	-	-
ADDA 2021.03		28.4	39.5	14.5	29.1	14.9	41.9	30.7	-	-	-	-	-	-
JAN 2021.03		26.7	35.3	9.1	32.5	14.3	43.1	25.7	-	-	-	-	-	-
Source Only 2021.03		26.4	39.6	8.2	33.9	11.8	41.6	23.1	-	-	-	-	-	-
RTN 2021.03		26.3	35.3	10.7	31.7	13.1	40.6	26.5	-	-	-	-	-	-