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Models/ITEN

ITEN

Reported on 8 benchmarks across 5 tasks · 1 paper · 2 SOTA

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

Computer Vision3 results

Domain GeneralizationonWildDash
Mean IoU· 2021-07-13
31.2
SOTA
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235
Image-to-Image TranslationonGTAV-to-Cityscapes Labels
mIoU· 2021-07-13
51.66
best: 77.7 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235
Image-to-Image TranslationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-13
46.45
best: 69.3 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235

Medical2 results

Image GenerationonGTAV-to-Cityscapes Labels
mIoU· 2021-07-13
51.66
best: 77.7 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235
Image GenerationonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-13
46.45
best: 69.3 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235

Miscellaneous2 results

1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
mIoU· 2021-07-13
51.66
best: 77.7 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235
1 Image, 2*2 StitchingonSYNTHIA-to-Cityscapes
MIoU (16 classes)· 2021-07-13
46.45
best: 69.3 (DCF)
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235

Methodology1 result

Domain AdaptationonWildDash
Mean IoU· 2021-07-13
31.2
SOTA
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation arXiv:2107.06235