Domain Adaptation on Office-Home 6% labeled source samples (test) benchmark leaderboard · SOTA2 Research

Domain Adaptation on Office-Home 6% labeled source samples (test)

46.1Ar → Cl PerformancePCS

Evaluation Results

Method	Links
PCS2021.03		46.1	65.7	69.2	57.1	64.7	66.2	61.4	47.9	75.2	67	53.9	76.6	62.6
CDS + CDAN + ENT2021.03		45.4	60.4	65.5	54.9	59.2	63.8	55.4	49	71.6	66.6	54.1	75.4	60.1
CDS / MME + ENT2021.03		44.1	51.6	63.3	53.9	55.2	62	56.5	46.6	70.9	67.7	54.7	74.7	58.4
CDS + ENT2021.03		42.9	55.5	59.5	55.2	55.1	59.1	54.3	46.9	68.1	65.7	50.6	71.5	57
CDS + MME + ENT2021.03		41.7	58.1	61.7	55.7	56.2	61.3	54.6	47.3	68.6	66.4	50.3	72.1	57.8
CDS / CDAN + ENT2021.03		39	51.3	63.1	51	55	63.6	57.8	45.9	72.8	65.8	50.4	73.5	57.4
CDS2021.03		38.8	51.7	54.8	53.2	53.3	57	53.4	44.2	65.2	63.7	45.3	68.6	54.1
MME + ENT2021.03		37.2	42.4	50.9	46.1	46.6	49.1	53.5	45.6	67.2	63.4	48.1	71.2	51.8
SO2021.03		28.7	45.7	51.2	31.9	39.8	44.1	37.6	30.8	54.6	49.9	36	61.8	42.7
MME2021.03		27.6	43.2	49.5	41.1	46.6	49.5	43.7	30.5	61.3	54.9	37.3	66.8	46
CDAN2021.03		26.2	33.7	44.5	34.8	42.9	44.7	42.9	36	59.3	54.9	40.1	63.6	43.6
MDDIA2021.03		25.1	44.5	51.9	35.6	46.7	50.3	48.3	37.1	64.5	58.2	36.9	68.4	50.3
CDAN + ENT2021.03		23.1	35.5	49.2	26.1	39.2	43.8	44.7	33.8	61.7	55.1	34.7	67.9	42.9
DANN + ENT2021.03		22.4	32.9	43.5	23.2	30.9	33.3	33.2	26.9	54.6	46.8	32.7	55.1	36.3
CAN2021.03		20.4	34.7	44.7	29	40.4	38.6	33.3	21.1	53.4	36.8	19.1	58	35.8