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Unsupervised Domain Adaptation on Office-Home RS-UT label shifts

76.08Accuracy (Rw -> Pr)

MDD+Implicit Alignment

Updated 4d ago

Evaluation Results

Method	Links
MDD+Implicit Alignment 2020.06		76.08	50.04	74.21	45.38	61.15	63.15	61.67
MDD 2020.06		76.06	47.38	71.56	40.03	57.46	58.54	58.5
COAL 2020.06		73.65	42.58	73.26	40.61	59.22	57.33	58.4
BSP 2020.06		72.8	23.82	66.19	20.05	32.59	30.36	40.97
DANN 2020.06		71.62	46.51	68.4	38.07	58.83	58.05	56.91
MDD+Explicit Alignment 2020.06		71.37	45.26	69.69	40.28	52.92	52.69	55.37
MDD 2020.06		71.21	44.78	69.31	42.56	52.1	52.7	55.44
MDD+Explicit Alignment 2020.06		70.02	45.48	69.71	40.86	53.26	52.99	55.39
Source Only 2020.06		69.77	38.35	67.31	35.84	53.31	52.27	52.81
MDD+Explicit Alignment 2020.06		69.52	44.7	69.59	40.27	53.02	53.39	55.08
DAN 2020.06		69.35	40.84	66.93	34.66	53.55	52.09	52.9
F-DANN 2020.06		68.56	40.57	67.32	37.33	55.84	53.67	53.88
JAN 2020.06		67.2	43.6	68.87	39.21	57.98	48.57	54.24
MCD 2020.06		66.03	33.17	62.95	29.99	44.47	39.01	45.94
BBSE 2020.06		61.1	33.27	62.66	31.15	39.7	38.08	44.33
PADA 2020.06		60.77	32.28	57.09	26.76	40.71	38.34	42.66