Unsupervised Domain Adaptation on Office-31 (train test) benchmark leaderboard · SOTA2 Research

Unsupervised Domain Adaptation on Office-31 (train test)

99.1Accuracy (A->W)PMTrans

Evaluation Results

Method	Links
PMTrans2024.07		99.1	99.6	100	99.4	85.7	86.3	95
CDTrans2024.07		97	96.7	81.1	99	81.9	100	92.6
EUDA - LL2024.07		95.3	100	100	93.4	80.5	82.9	92
TVT Baseline2024.07		91.6	99	100	90.6	80.2	80.2	90.3
TVT2024.07		91.6	99	100	90.6	80.2	80.2	90.3
Source Only2024.07		90.8	90.4	76.8	98.2	76.4	100	88.8
SHOT2024.07		90.1	98.4	99.9	94	74.7	74.3	88.6
Source Only2024.07		89.2	98.9	100	88.8	80.1	79.8	89.5
JAN2024.07		86	96.7	99.7	85.1	69.2	70.7	84.6
CDAN2024.07		86	96.7	99.7	85.1	69.2	70.7	84.6
RevGrad2024.07		82	96.9	99.1	79.7	68.2	67.4	82.2
Source Only2024.07		68.9	68.1	62.5	95.7	60.7	99.3	76.1