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Models/MCAR

MCAR

Reported on 10 benchmarks across 10 tasks · 1 paper · 3 SOTA

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

Methodology5 results

Domain AdaptationonCityscapes to Foggy Cityscapes
mAP@0.5· 2020-03-29
38.8
best: 66.8 (ALDI++(Resnet50+FPN))
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943
3DonWatercolor2k
MAP· 2020-03-29
56
best: 72.2 (TADP)
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943
2D ClassificationonWatercolor2k
MAP· 2020-03-29
56
best: 72.2 (TADP)
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943
2D Object DetectiononWatercolor2k
MAP· 2020-03-29
56
best: 72.2 (TADP)
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943
16konWatercolor2k
MAP· 2020-03-29
56
best: 72.2 (TADP)
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943

Computer Vision2 results

Image-to-Image TranslationonCityscapes-to-Foggy Cityscapes
mAP· 2020-03-29
38.8
best: 47.6 (MIC)
SOTA
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943
Object DetectiononWatercolor2k
MAP· 2020-03-29
56
best: 72.2 (TADP)
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943

Medical1 result

Image GenerationonCityscapes-to-Foggy Cityscapes
mAP· 2020-03-29
38.8
best: 47.6 (MIC)
SOTA
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943

Miscellaneous1 result

1 Image, 2*2 StitchingonCityscapes-to-Foggy Cityscapes
mAP· 2020-03-29
38.8
best: 47.6 (MIC)
SOTA
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943

Other1 result

Unsupervised Domain AdaptationonCityscapes to Foggy Cityscapes
mAP@0.5· 2020-03-29
38.8
best: 66.8 (ALDI++(Resnet50+FPN))
Adaptive Object Detection with Dual Multi-Label Prediction arXiv:2003.12943