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Models/STGAN

STGAN

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

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

Medical4 results

Image GenerationonSEN12MS-CR-TS
PSNR· 2019-12-14
25.42
best: 28.07 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image GenerationonSEN12MS-CR-TS
RMSE· 2019-12-14
0.057
best: 0.045 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image GenerationonSEN12MS-CR-TS
SAM· 2019-12-14
12.548
best: 12.777 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image GenerationonSEN12MS-CR-TS
SSIM· 2019-12-14
0.818
best: 0.866 (UnCRtainTS σ)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838

Computer Vision4 results

Image InpaintingonSEN12MS-CR-TS
PSNR· 2019-12-14
25.42
best: 28.07 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image InpaintingonSEN12MS-CR-TS
RMSE· 2019-12-14
0.057
best: 0.045 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image InpaintingonSEN12MS-CR-TS
SAM· 2019-12-14
12.548
best: 12.777 (SeqDMs)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838
Image InpaintingonSEN12MS-CR-TS
SSIM· 2019-12-14
0.818
best: 0.866 (UnCRtainTS σ)
SOTA
Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks arXiv:1912.06838