Unsupervised Domain Adaptation on OfficeHome (test) benchmark leaderboard · SOTA2 Research

Unsupervised Domain Adaptation on OfficeHome (test)

17.1WAcc-5 (A->C)PDA + VILL

Evaluation Results

Method	Links
PDA + VILL2026.01		17.1	38.8	45.4	26.7	33.5	50.4	28.8	20.8	56.1	35.9	17.5	50.5	35.1	22.9	46.4	54.9	34.3	44.6	55.7	35.6	24	59.8	39.8	22.4	57.4	41.5	75
ATDOC2026.01		14.3	17.9	39.1	4.1	15.3	28	2.4	11.2	39.3	17.4	13.6	41.1	20.3	23.6	29.6	49.7	14.4	29.6	40.9	11.1	17	50.2	25.3	22.2	51.9	30.5	72.2
ATDOC + VILL2026.01		12.9	22.4	41.2	9.1	33.4	33	3.9	11.5	41.1	18.4	16.9	43.2	23.9	22.4	33.3	50.8	17.9	38.5	44.2	13.7	17.1	51	26.7	23.3	53.2	32.7	72.2
CDAN + VILL2026.01		12	28.7	44.7	15.6	23	27.1	17.5	6.5	40.3	38.7	24.6	43.1	26.8	19.9	36.8	49.2	25.9	34.1	36.4	25.7	13.8	49.8	44.1	29.8	49	34.5	67.9
MDD + VILL2026.01		10.5	20.9	43.8	10.2	23.7	24	18.1	10	37.2	33.4	24.2	44.1	25	18.3	33.7	51.3	15.9	31.1	35.6	26.2	14.3	46.3	40	29.6	50.3	32.7	67.8
PDA2026.01		9.9	36.6	48.9	24.3	40	45.3	26	12.2	55	34.7	14.3	46.9	32.8	15.7	44.8	57	33.4	49.9	53.3	34	17.9	59.3	38.6	18.7	54.7	39.8	74.5
CDAN2026.01		9	15	34.6	13	10.8	16.1	11.5	3.5	39	28.4	21.8	41.3	20.3	15.9	25.2	42.2	21.6	20.9	29.8	18.7	9.7	48.2	35.7	27.5	48.9	28.7	68
MDD2026.01		7.5	16.3	35.2	10	4.9	19.7	15.7	5	37	30.9	23.4	40.9	20.5	17.4	30.7	45.6	16	20.6	31.1	23.8	12	46.1	37.1	28.6	48.4	29.8	68.9