Partial Domain Adaptation on Office-Home PDA protocol (first 25 categories) benchmark leaderboard · SOTA2 Research

Partial Domain Adaptation on Office-Home PDA protocol (first 25 categories)

65Accuracy A:CMLNet

Evaluation Results

Method	Links
MLNet2023.12		65	79.7	87.9	77.2	75.4	86	80.3	63.9	87.3	81.4	68.5	84.6	78.1
MCC2019.12		63.1	80.8	86	70.8	72.1	80.1	75	60.8	85.9	78.6	65.2	82.8	75.1
AFN2019.12		58.9	76.3	81.4	70.4	73	77.8	72.4	55.3	80.4	75.8	60.4	79.9	71.8
MATHS2023.12		56.3	74.8	85.6	71.2	69.4	83.5	70.6	52.7	83.6	76.5	57.3	82.9	72
GATE2023.12		55.8	75.9	85.3	73.6	70.2	83	72.1	59.5	84.7	79.6	63.9	83.8	74
TNT2023.12		55.1	75.3	84.6	72.9	70	82.5	71.4	58.7	83.3	79.1	62.4	83.2	73.2
DCC2023.12		54.2	47.5	57.5	83.8	71.6	86.2	63.7	65	75.2	85.5	78.2	82.6	70.9
DANCE2023.12		53.6	73.2	84.9	70.8	67.3	82.6	70	50.9	84.8	77	55.9	81.8	71.1
PADA2019.12		51.2	67	78.7	52.2	53.8	59	52.6	43.2	78.8	73.7	56.6	77.1	62
CMU2023.12		50.9	74.2	78.4	62.2	64.1	72.5	63.5	47.9	78.3	72.4	54.7	78.9	66.5
Baseline2023.12		50.4	70.1	79.6	61.9	62.9	70	61.2	45.9	77.2	71.6	52.7	77.3	65.1
JAN2019.12		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
DAN2019.12		44.4	61.8	74.5	41.8	45.2	54.1	46.9	38.1	68.4	64.4	51.5	74.3	56.3
ResNet2019.12		38.6	60.8	75.2	39.9	48.1	52.9	49.7	30.9	70.8	65.4	41.8	70.4	53.7
UAN2023.12		24.5	35	41.5	34.7	32.3	32.7	32.7	21.1	43	39.7	26.6	46	34.2