Unsupervised Domain Adaptation on Office-Home 101 (test) benchmark leaderboard · SOTA2 Research

Unsupervised Domain Adaptation on Office-Home 101 (test)

61.3Accuracy (Ar→Cl)GSDA

Evaluation Results

Method	Links
GSDA2024.06		61.3	76.1	79.4	65.4	73.3	74.3	65	53.2	80	72.2	60.6	83.1	70.3
DisClusterDA2024.06		58.8	77	80.8	67	74.6	77.1	65.9	56.3	81.4	74.2	60.5	83.6	71.4
GVB-GD2024.06		57	74.7	79.8	64.6	74.1	74.6	65.2	55.1	81	74.6	59.7	84.3	70.4
PGA2024.06		56.1	85.5	86	75.5	85.2	85.8	75.2	55.7	86.1	75.4	56.7	85.8	75.8
SPL2024.06		54.5	77.8	81.9	65.1	78	81.1	66	53.1	82.8	69.9	55.3	86	71
DAPL2024.06		54.1	84.3	84.8	74.4	83.7	85	74.5	54.6	84.8	75.2	54.7	83.8	74.5
RSDA-MSTN2024.06		53.2	77.7	81.3	66.4	74	76.5	67.9	53	82	75.8	57.8	85.4	70.9
BNM2024.06		52.3	73.9	80	63.3	72.9	74.9	61.7	49.5	79.7	70.5	53.6	82.2	67.9
SRDC2024.06		52.3	76.3	81	69.5	76.2	78	68.7	53.8	81.7	76.3	57.1	85	71.3
BSP+CDAN2024.06		52	68.6	76.1	58	70.3	70.2	58.6	50.2	77.6	72.2	59.3	81.9	66.3
CLIP2024.06		51.6	81.9	82.6	71.9	81.9	82.6	71.9	51.6	82.6	71.9	51.6	81.9	72
ETD2024.06		51.3	71.9	85.7	57.6	69.2	73.7	57.8	51.2	79.3	70.2	57.5	82.1	67.3
CDAN+E2024.06		50.7	70.6	76	57.6	70	70	57.4	50.9	77.3	70.9	56.7	81.6	65.8
SymNets2024.06		47.7	72.9	78.5	64.2	71.3	74.2	63.6	47.6	79.4	73.8	50.8	82.6	67.2
JAN2024.06		45.9	61.2	68.9	50.4	59.7	61	45.8	43.4	70.3	63.9	52.4	76.8	58.3
DANN2024.06		45.6	59.3	70.1	47	58.5	60.9	46.1	43.7	68.5	63.2	51.8	76.8	57.6
ResNet-502024.06		34.9	50	58	37.4	41.9	46.2	38.5	31.2	60.4	53.9	41.2	59.9	46.1