DSN (DANN)

Reported on 6 benchmarks across 1 task · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Domain AdaptationonMNIST-to-MNIST-M
Accuracy· 2016-08-22
83.2
best: 98.7 (DRANet)
SOTA
Domain Separation Networks arXiv:1608.06019
Domain AdaptationonSynth Digits-to-SVHN
Accuracy· 2016-08-22
91.2
SOTA
Domain Separation Networks arXiv:1608.06019
Domain AdaptationonSynth Signs-to-GTSRB
Accuracy· 2016-08-22
93.1
best: 98.66 (Mean teacher)
SOTA
Domain Separation Networks arXiv:1608.06019
Domain AdaptationonSynth Objects-to-LINEMOD
Classification Accuracy· 2016-08-22
100
SOTA
Domain Separation Networks arXiv:1608.06019
Domain AdaptationonSynth Objects-to-LINEMOD
Mean Angle Error· 2016-08-22
53.27
SOTA
Domain Separation Networks arXiv:1608.06019
Domain AdaptationonSVNH-to-MNIST
Accuracy· 2016-08-22
82.7
best: 98.91 (SRDA (RAN))
SOTA
Domain Separation Networks arXiv:1608.06019