Open-set Domain Adaptation on Office-Home (test) benchmark leaderboard · SOTA2 Research

Open-set Domain Adaptation on Office-Home (test)

72.6OOD Accuracy (Ar -> Cl)DAOD

Evaluation Results

Method	Links
DAOD2024.09		72.6	48.2	55.3	42.1	78.2	37.4	59.1	38.3	70.8	47.4	77.8	43	71.3	49.5	58.4	57.2	81.8	49.4	66.7	56.7	60	63.4	84.1	65.3	69.6	49.8
Anna2024.09		61.4	21.3	68.3	20.1	74.1	20.3	58	26.9	64.2	26.4	66.9	19.8	63	29.7	54.6	25.2	74.3	21.1	66.1	22.7	59.7	26.9	76.4	19	65.6	23.3
OSLPP2024.09		55.9	32.9	72.5	26.9	80.1	30.6	49.6	21	61.6	26.7	67.2	26.1	54.6	23.8	53.1	32.9	77	28.8	60.8	25	54.4	35.7	78.4	29.2	63.8	28.3
Graph-Spectral OOD2024.09		54.2	14.1	68.7	12.7	78.6	15.8	51.1	14.8	61	8.8	68	10.5	58.3	9.2	48.1	13.4	76.9	8	64.8	9.5	56.1	11.8	80.9	14.5	63.9	12
STAsum2024.09		50.8	36.6	68.7	40.3	81.1	49.5	53	36.1	61.4	36.5	69.8	36.8	55.4	26.3	44.7	28.5	78.1	36.7	67.9	37.7	51.4	42.1	77.9	42	63.4	37.4
ROS2024.09		50.6	25.9	68.4	29.7	75.8	22.8	53.6	34.5	59.8	28.4	65.3	27.8	57.3	35.7	46.5	28.8	70.8	21.6	67	29.2	51.5	27	72	20	61.6	27.6
OSBP2024.09		50.2	38.9	71.8	40.2	79.3	32.5	59.4	29.7	67	37.3	72	30.8	59.1	31.9	44.5	33.7	76.2	28.3	66.1	32.7	48	37	76.3	31.4	64.1	33.7
STAmax2024.09		46	27.7	68	51.6	78.6	39.6	51.4	35	61.8	40.9	67	33.3	54.2	27.6	44.2	32.9	76.2	35.7	67.5	33.3	49.9	38.9	77.1	44.6	61.8	36.7