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Models/UnCRtainTS σ

UnCRtainTS σ

Reported on 8 benchmarks across 2 tasks · 1 paper · 4 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· 2023-04-11
    27.84
    best: 28.07 (SeqDMs)
    SOTA
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image GenerationonSEN12MS-CR-TS
    SSIM· 2023-04-11
    0.866
    SOTA
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image GenerationonSEN12MS-CR-TS
    RMSE· 2023-04-11
    0.051
    best: 0.045 (SeqDMs)
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image GenerationonSEN12MS-CR-TS
    SAM· 2023-04-11
    10.16
    best: 12.777 (SeqDMs)
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464

Computer Vision4 results

  • Image InpaintingonSEN12MS-CR-TS
    PSNR· 2023-04-11
    27.84
    best: 28.07 (SeqDMs)
    SOTA
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image InpaintingonSEN12MS-CR-TS
    SSIM· 2023-04-11
    0.866
    SOTA
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image InpaintingonSEN12MS-CR-TS
    RMSE· 2023-04-11
    0.051
    best: 0.045 (SeqDMs)
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464
  • Image InpaintingonSEN12MS-CR-TS
    SAM· 2023-04-11
    10.16
    best: 12.777 (SeqDMs)
    UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time SeriesarXiv:2304.05464