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Models/Extracter-rec

Extracter-rec

Reported on 32 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision16 results

Image Super-ResolutiononCUFED5 - 4x upscaling
PSNR· 2023-10-02
27.29
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononCUFED5 - 4x upscaling
SSIM· 2023-10-02
0.811
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononSun80 - 4x upscaling
PSNR· 2023-10-02
30.02
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononSun80 - 4x upscaling
SSIM· 2023-10-02
0.816
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononCUFED5 - 4x upscaling
PSNR· 2023-10-02
27.29
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononCUFED5 - 4x upscaling
SSIM· 2023-10-02
0.811
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononSun80 - 4x upscaling
PSNR· 2023-10-02
30.02
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononSun80 - 4x upscaling
SSIM· 2023-10-02
0.816
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-10-02
28.09
best: 29.54 (DRCT-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-10-02
0.782
best: 0.894 (Edge-informed SR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2023-10-02
26.04
best: 28.72 (Hi-IR-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2023-10-02
0.785
best: 0.9481 (SPSR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-10-02
28.09
best: 29.54 (DRCT-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-10-02
0.782
best: 0.894 (Edge-informed SR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2023-10-02
26.04
best: 28.72 (Hi-IR-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2023-10-02
0.785
best: 0.9481 (SPSR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379

Graphs8 results

Super-ResolutiononCUFED5 - 4x upscaling
PSNR· 2023-10-02
27.29
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononCUFED5 - 4x upscaling
SSIM· 2023-10-02
0.811
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononSun80 - 4x upscaling
PSNR· 2023-10-02
30.02
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononSun80 - 4x upscaling
SSIM· 2023-10-02
0.816
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-10-02
28.09
best: 29.54 (DRCT-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-10-02
0.782
best: 0.894 (Edge-informed SR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2023-10-02
26.04
best: 28.72 (Hi-IR-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2023-10-02
0.785
best: 0.9481 (SPSR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379

Methodology8 results

16konCUFED5 - 4x upscaling
PSNR· 2023-10-02
27.29
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konCUFED5 - 4x upscaling
SSIM· 2023-10-02
0.811
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konSun80 - 4x upscaling
PSNR· 2023-10-02
30.02
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konSun80 - 4x upscaling
SSIM· 2023-10-02
0.816
SOTA
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konSet14 - 4x upscaling
PSNR· 2023-10-02
28.09
best: 29.54 (DRCT-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konSet14 - 4x upscaling
SSIM· 2023-10-02
0.782
best: 0.894 (Edge-informed SR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konUrban100 - 4x upscaling
PSNR· 2023-10-02
26.04
best: 28.72 (Hi-IR-L)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379
16konUrban100 - 4x upscaling
SSIM· 2023-10-02
0.785
best: 0.9481 (SPSR)
EXTRACTER: Efficient Texture Matching with Attention and Gradient Enhancing for Large Scale Image Super Resolution arXiv:2310.01379