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Models/Turtle

Turtle

Reported on 16 benchmarks across 7 tasks · 1 paper · 6 SOTA

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

Computer Vision7 results

  • DeblurringonBeam-Splitter Deblurring (BSD)
    PSNR· 2024-10-04
    33.58
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • Rain RemovalonNightrain
    PSNR· 2024-10-04
    29.26
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • Video derainingonVRDS
    SSIM· 2024-10-04
    0.959
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • DeblurringonGoPro
    PSNR· 2024-10-04
    34.5
    best: 35.98 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • DeblurringonGoPro
    SSIM· 2024-10-04
    0.972
    best: 0.9792 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • VideoonSet8 sigma50
    PSNR· 2024-10-04
    30.29
    best: 31.77 (ReViD)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • Video derainingonVRDS
    PSNR· 2024-10-04
    32.01
    best: 32.04 (RainMamba)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936

Methodology3 results

  • 2D ClassificationonBeam-Splitter Deblurring (BSD)
    PSNR· 2024-10-04
    33.58
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • 2D ClassificationonGoPro
    PSNR· 2024-10-04
    34.5
    best: 35.98 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • 2D ClassificationonGoPro
    SSIM· 2024-10-04
    0.972
    best: 0.9792 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936

Audio3 results

  • 10-shot image generationonBeam-Splitter Deblurring (BSD)
    PSNR· 2024-10-04
    33.58
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • 10-shot image generationonGoPro
    PSNR· 2024-10-04
    34.5
    best: 35.98 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • 10-shot image generationonGoPro
    SSIM· 2024-10-04
    0.972
    best: 0.9792 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936

Computer Code3 results

  • Blind Image DeblurringonBeam-Splitter Deblurring (BSD)
    PSNR· 2024-10-04
    33.58
    SOTA
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • Blind Image DeblurringonGoPro
    PSNR· 2024-10-04
    34.5
    best: 35.98 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936
  • Blind Image DeblurringonGoPro
    SSIM· 2024-10-04
    0.972
    best: 0.9792 (BSSTNet)
    Learning Truncated Causal History Model for Video RestorationarXiv:2410.03936