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Models/EFNet

EFNet

Reported on 18 benchmarks across 8 tasks · 1 paper · 13 SOTA

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

Methodology10 results

  • 3DonDSEC
    mAP· 2021-11-30
    30
    best: 38 (CAFR)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D ClassificationonDSEC
    mAP· 2021-11-30
    30
    best: 38 (CAFR)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D ClassificationonGoPro
    PSNR· uses extra data· 2021-11-30
    35.46
    best: 35.98 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D ClassificationonGoPro
    SSIM· uses extra data· 2021-11-30
    0.972
    best: 0.9792 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D Object DetectiononDSEC
    mAP· 2021-11-30
    30
    best: 38 (CAFR)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 16konDSEC
    mAP· 2021-11-30
    30
    best: 38 (CAFR)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 3DonPKU-DDD17-Car
    mAP50· 2021-11-30
    83
    best: 86.7 (CAFR)
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D ClassificationonPKU-DDD17-Car
    mAP50· 2021-11-30
    83
    best: 86.7 (CAFR)
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 2D Object DetectiononPKU-DDD17-Car
    mAP50· 2021-11-30
    83
    best: 86.7 (CAFR)
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 16konPKU-DDD17-Car
    mAP50· 2021-11-30
    83
    best: 86.7 (CAFR)
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167

Computer Vision4 results

  • DeblurringonGoPro
    PSNR· uses extra data· 2021-11-30
    35.46
    best: 35.98 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • DeblurringonGoPro
    SSIM· uses extra data· 2021-11-30
    0.972
    best: 0.9792 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • Object DetectiononDSEC
    mAP· 2021-11-30
    30
    best: 38 (CAFR)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • Object DetectiononPKU-DDD17-Car
    mAP50· 2021-11-30
    83
    best: 86.7 (CAFR)
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167

Audio2 results

  • 10-shot image generationonGoPro
    PSNR· uses extra data· 2021-11-30
    35.46
    best: 35.98 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • 10-shot image generationonGoPro
    SSIM· uses extra data· 2021-11-30
    0.972
    best: 0.9792 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167

Computer Code2 results

  • Blind Image DeblurringonGoPro
    PSNR· uses extra data· 2021-11-30
    35.46
    best: 35.98 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167
  • Blind Image DeblurringonGoPro
    SSIM· uses extra data· 2021-11-30
    0.972
    best: 0.9792 (BSSTNet)
    SOTA
    Event-Based Fusion for Motion Deblurring with Cross-modal AttentionarXiv:2112.00167