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Models/IDCN

IDCN

Reported on 49 benchmarks across 3 tasks · 1 paper · 36 SOTA

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

Computer Vision24 results

Image RestorationonLive1 (Quality 10 Grayscale)
PSNR· 2018-10-18
29.71
best: 29.94 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLive1 (Quality 10 Grayscale)
PSNR-B· 2018-10-18
29.66
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLive1 (Quality 10 Grayscale)
SSIM· 2018-10-18
0.838
best: 0.84 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Color)
PSNR· 2018-10-18
33.99
best: 34.38 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Color)
PSNR-B· 2018-10-18
34.37
best: 34.67 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Color)
SSIM· 2018-10-18
0.838
best: 0.845 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 10 Color)
PSNR· 2018-10-18
27.63
best: 28.36 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 10 Color)
PSNR-B· 2018-10-18
27.63
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 10 Color)
SSIM· 2018-10-18
0.816
best: 0.819 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Color)
PSNR· 2018-10-18
30.04
best: 30.66 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Color)
PSNR-B· 2018-10-18
30.01
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Color)
SSIM· 2018-10-18
0.882
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Color)
PSNR· 2018-10-18
31.71
best: 32.18 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Color)
PSNR-B· 2018-10-18
32.02
best: 32.47 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Color)
SSIM· 2018-10-18
0.809
best: 0.815 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Grayscale)
PSNR· 2018-10-18
32.09
best: 32.31 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Grayscale)
PSNR-B· 2018-10-18
32
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonLIVE1 (Quality 20 Grayscale)
SSIM· 2018-10-18
0.9006
best: 0.901 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Grayscale)
PSNR· 2018-10-18
34.3
best: 37.12 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Grayscale)
PSNR-B· 2018-10-18
34.18
best: 36.88 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 20 Grayscale)
SSIM· 2018-10-18
0.851
best: 0.924 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Grayscale)
PSNR· 2018-10-18
32.5
best: 34.73 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Grayscale)
PSNR-B· 2018-10-18
32.42
best: 34.58 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
Image RestorationonICB (Quality 10 Grayscale)
SSIM· 2018-10-18
0.826
best: 0.896 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042

Audio24 results

10-shot image generationonLive1 (Quality 10 Grayscale)
PSNR· 2018-10-18
29.71
best: 29.94 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLive1 (Quality 10 Grayscale)
PSNR-B· 2018-10-18
29.66
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLive1 (Quality 10 Grayscale)
SSIM· 2018-10-18
0.838
best: 0.84 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Color)
PSNR· 2018-10-18
33.99
best: 34.38 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Color)
PSNR-B· 2018-10-18
34.37
best: 34.67 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Color)
SSIM· 2018-10-18
0.838
best: 0.845 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 10 Color)
PSNR· 2018-10-18
27.63
best: 28.36 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 10 Color)
PSNR-B· 2018-10-18
27.63
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 10 Color)
SSIM· 2018-10-18
0.816
best: 0.819 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Color)
PSNR· 2018-10-18
30.04
best: 30.66 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Color)
PSNR-B· 2018-10-18
30.01
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Color)
SSIM· 2018-10-18
0.882
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Color)
PSNR· 2018-10-18
31.71
best: 32.18 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Color)
PSNR-B· 2018-10-18
32.02
best: 32.47 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Color)
SSIM· 2018-10-18
0.809
best: 0.815 (FBCNN)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Grayscale)
PSNR· 2018-10-18
32.09
best: 32.31 (Hi-IR)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Grayscale)
PSNR-B· 2018-10-18
32
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonLIVE1 (Quality 20 Grayscale)
SSIM· 2018-10-18
0.9006
best: 0.901 (QGAC)
SOTA
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Grayscale)
PSNR· 2018-10-18
34.3
best: 37.12 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Grayscale)
PSNR-B· 2018-10-18
34.18
best: 36.88 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 20 Grayscale)
SSIM· 2018-10-18
0.851
best: 0.924 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Grayscale)
PSNR· 2018-10-18
32.5
best: 34.73 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Grayscale)
PSNR-B· 2018-10-18
32.42
best: 34.58 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042
10-shot image generationonICB (Quality 10 Grayscale)
SSIM· 2018-10-18
0.826
best: 0.896 (QGAC)
Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction arXiv:1810.08042

Time Series1 result

Traffic PredictiononPeMS04
12 Steps MAE· uses extra data
19.33
best: 17.8 (STD-MAE)