CSD

Reported on 4 benchmarks across 4 tasks · 1 paper · 2 SOTA

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

Methodology2 results

Domain AdaptationonRotated Fashion-MNIST
Accuracy· 2020-03-28
78.9
best: 82.8 (MatchDG)
SOTA
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition arXiv:2003.12815
2D Object DetectiononCOCO 2% labeled data
mAP
13.93
best: 34.7 (MixPL)

Computer Vision2 results

Domain GeneralizationonRotated Fashion-MNIST
Accuracy· 2020-03-28
78.9
best: 82.8 (MatchDG)
SOTA
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition arXiv:2003.12815
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP
13.93
best: 34.7 (MixPL)