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

Unsupervised Domain Adaptation on Office-31 standard (test)

99.5Accuracy (A->W)PMTrans

Evaluation Results

Method	Links
PMTrans2024.11		99.5	99.4	100	99.8	86.7	86.5	95.3
SSRT2024.11		97.7	99.2	100	98.6	83.5	82.2	93.5
FFTAT2024.11		97.6	99.2	100	97.8	90.2	91	96
CDTrans2024.11		96.7	99	100	97	81.1	81.9	92.6
TVT2024.11		96.4	99.4	100	96.4	84.9	86.1	93.9
CDAN+TN2024.11		95.7	98.7	100	94	73.4	74.2	89.3
MDD+SCDA2024.11		95.3	99	100	95.4	77.2	75.9	90.5
rRGrad+CAT2024.11		94.4	98	100	90.8	72.2	70.2	87.6
TAT2024.11		92.5	99.3	100	93.2	73.1	72.1	88.4
ViT2024.11		91.2	99.2	100	93.6	80.7	80.7	91.1
SAFN+ENT2024.11		90.1	98.6	99.8	90.7	73	70.2	87.1
SHOT2024.11		90.1	98.4	99.9	94	74.7	74.3	88.6
DANN2024.11		82	96.9	99.1	79.7	68.2	67.4	82.2
ResNet-502024.11		68.4	96.7	99.3	68.9	62.5	60.7	76.1