Semi-Supervised Domain Adaptation on DomainNet benchmark leaderboard · SOTA2 Research

Semi-Supervised Domain Adaptation on DomainNet

77.7Accuracy (R->C)CLDA

Evaluation Results

Method	Links
CLDA2021.06		77.7	75.7	76.4	69.7	73.7	71.1	82.9	75.3
APE2021.06		76.6	72.1	76.7	63.1	66.1	67.8	79.4	71.7
CLDA2021.06		76.1	75.1	71	63.7	70.2	67.1	80.1	71.9
UODA2021.06		75.4	71.5	73.2	64.1	69.4	64.2	80.8	71.2
BiAT2021.06		74.9	68.8	74.6	61.5	67.5	62.1	78.6	69.7
Meta-MME2021.06		73.5	70.3	72.8	62.8	68	63.8	79.2	70.1
BiAT2021.06		73	68	71.6	57.9	63.9	58.5	77	67.1
UODA2021.06		72.7	70.3	69.8	60.5	66.4	62.7	77.3	68.5
MME2021.06		72.2	69.7	71.7	61.8	66.8	61.9	78.5	68.9
ENT2021.06		71	69.2	71.1	60	62.1	61.1	78.6	67.6
APE2021.06		70.4	70.8	72.9	56.7	64.5	63	76.6	67.6
MME2021.06		70	67.7	69	56.3	64.8	61	76.1	66.4
CDAN2021.06		69	67.3	68.4	57.8	65.3	59	78.5	66.5
ENT2021.06		65.2	65.9	65.4	54.6	59.7	52.1	75	62.6
CDAN2021.06		65	64.9	63.7	53.1	63.4	54.5	73.2	62.5
ADR2021.06		60.7	61.9	60.7	54.4	59.9	51.1	74.2	60.4
S+T2021.06		60	62.2	59.4	55	59.5	50.1	73.9	60
CLDA2021.06		59.9	57.2	54.6	47.3	51.4	42.7	67	54.3
DANN2021.06		59.8	62.8	59.6	55.4	59.9	54.9	72.2	60.7
BiAT2021.06		58.6	50.6	52	41.9	42.1	42	58.8	49.4
DANN2021.06		58.2	61.4	56.3	52.8	57.4	52.2	70.3	58.4
ADR2021.06		57.1	61.3	57	51	56	49	72	57.6
Meta-MME2021.06		56.4	50.2	51.9	39.6	43.7	38.7	60.7	48.8
CLDA2021.06		56.3	56	50.8	42.5	46.8	38	64.4	50.7
MME2021.06		55.6	49	51.7	39.4	43	37.9	60.7	48.2
S+T2021.06		55.6	60.6	56.8	50.8	56	46.3	71.8	56.9
APE2021.06		54.6	50.5	52.1	42.6	42.2	38.7	61.4	48.9
BiAT2021.06		54.2	49.2	44	37.7	39.6	37.2	56.9	45.5
MME2021.06		48.9	48	46.7	36.3	39.4	33.3	56.8	44.2
APE2021.06		47.7	49	46.9	38.5	38.5	33.8	57.5	44.6
S+T2021.06		47.1	45	44.9	36.4	38.4	33.3	58.7	43.4
CDAN2021.06		46.8	45	42.3	29.5	33.7	31.3	58.7	41
CDAN2021.06		46.3	45.7	38.3	27.5	30.2	28.8	56.7	39.1
ADR2021.06		46.2	44.4	43.6	36.4	38.9	32.4	57.3	42.7
DANN2021.06		46.1	43.8	41	36.5	38.9	33.4	57.3	42.4
ENT2021.06		45.5	42.6	40.4	31.1	29.6	29.6	60	39.8
S+T2021.06		43.3	42.4	40.1	33.6	35.7	29.1	55.8	40
DANN2021.06		43.3	41.6	39.1	35.9	36.9	32.5	53.5	40.4
ADR2021.06		43.1	41.4	39.3	32.8	33.1	29.1	55.9	39.2
ENT2021.06		37	35.6	26.8	18.9	15.1	18	52.2	29.1