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Models/DRCT-L

DRCT-L

Reported on 80 benchmarks across 4 tasks · 1 paper · 60 SOTA

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

Computer Vision40 results

Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-03-31
35.36
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-03-31
0.9302
best: 0.9311 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-03-31
29.54
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-03-31
35.32
best: 35.35 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-03-31
0.9348
best: 0.938 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-03-31
33.14
best: 33.19 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-03-31
0.9347
best: 0.9366 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-03-31
35.17
best: 35.24 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-03-31
0.9516
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-03-31
39.14
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-03-31
0.9658
best: 0.9663 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-03-31
41.14
best: 41.22 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-03-31
0.9842
best: 0.9846 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-03-31
28.7
best: 28.72 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-03-31
28.16
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-03-31
35.36
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-03-31
0.9302
best: 0.9311 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-03-31
29.54
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-03-31
35.32
best: 35.35 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-03-31
0.9348
best: 0.938 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-03-31
33.14
best: 33.19 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-03-31
0.9347
best: 0.9366 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-03-31
35.17
best: 35.24 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-03-31
0.9516
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-03-31
39.14
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-03-31
0.9658
best: 0.9663 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-03-31
41.14
best: 41.22 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-03-31
0.9842
best: 0.9846 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-03-31
28.7
best: 28.72 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-03-31
28.16
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-03-31
32.9
best: 33.12 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-03-31
0.9078
best: 0.9326 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-03-31
0.8025
best: 0.894 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-03-31
0.8508
best: 0.9481 (SPSR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-03-31
0.7577
best: 0.851 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-03-31
32.9
best: 33.12 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-03-31
0.9078
best: 0.9326 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-03-31
0.8025
best: 0.894 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-03-31
0.8508
best: 0.9481 (SPSR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-03-31
0.7577
best: 0.851 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722

Graphs20 results

Super-ResolutiononSet14 - 2x upscaling
PSNR· 2024-03-31
35.36
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet14 - 2x upscaling
SSIM· 2024-03-31
0.9302
best: 0.9311 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-03-31
29.54
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet5 - 3x upscaling
PSNR· 2024-03-31
35.32
best: 35.35 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet5 - 3x upscaling
SSIM· 2024-03-31
0.9348
best: 0.938 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2024-03-31
33.14
best: 33.19 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2024-03-31
0.9347
best: 0.9366 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2024-03-31
35.17
best: 35.24 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononUrban100 - 2x upscaling
SSIM· 2024-03-31
0.9516
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2024-03-31
39.14
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet5 - 2x upscaling
SSIM· 2024-03-31
0.9658
best: 0.9663 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononManga109 - 2x upscaling
PSNR· 2024-03-31
41.14
best: 41.22 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononManga109 - 2x upscaling
SSIM· 2024-03-31
0.9842
best: 0.9846 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2024-03-31
28.7
best: 28.72 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2024-03-31
28.16
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2024-03-31
32.9
best: 33.12 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononBSD100 - 2x upscaling
SSIM· 2024-03-31
0.9078
best: 0.9326 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-03-31
0.8025
best: 0.894 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2024-03-31
0.8508
best: 0.9481 (SPSR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2024-03-31
0.7577
best: 0.851 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722

Methodology20 results

16konSet14 - 2x upscaling
PSNR· 2024-03-31
35.36
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet14 - 2x upscaling
SSIM· 2024-03-31
0.9302
best: 0.9311 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet14 - 4x upscaling
PSNR· 2024-03-31
29.54
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet5 - 3x upscaling
PSNR· 2024-03-31
35.32
best: 35.35 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet5 - 3x upscaling
SSIM· 2024-03-31
0.9348
best: 0.938 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konManga109 - 4x upscaling
PSNR· 2024-03-31
33.14
best: 33.19 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konManga109 - 4x upscaling
SSIM· 2024-03-31
0.9347
best: 0.9366 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konUrban100 - 2x upscaling
PSNR· 2024-03-31
35.17
best: 35.24 (HMA†)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konUrban100 - 2x upscaling
SSIM· 2024-03-31
0.9516
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet5 - 2x upscaling
PSNR· 2024-03-31
39.14
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet5 - 2x upscaling
SSIM· 2024-03-31
0.9658
best: 0.9663 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konManga109 - 2x upscaling
PSNR· 2024-03-31
41.14
best: 41.22 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konManga109 - 2x upscaling
SSIM· 2024-03-31
0.9842
best: 0.9846 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konUrban100 - 4x upscaling
PSNR· 2024-03-31
28.7
best: 28.72 (Hi-IR-L)
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konBSD100 - 4x upscaling
PSNR· 2024-03-31
28.16
SOTA
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konBSD100 - 2x upscaling
PSNR· 2024-03-31
32.9
best: 33.12 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konBSD100 - 2x upscaling
SSIM· 2024-03-31
0.9078
best: 0.9326 (WaveMixSR-V2)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konSet14 - 4x upscaling
SSIM· 2024-03-31
0.8025
best: 0.894 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konUrban100 - 4x upscaling
SSIM· 2024-03-31
0.8508
best: 0.9481 (SPSR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722
16konBSD100 - 4x upscaling
SSIM· 2024-03-31
0.7577
best: 0.851 (Edge-informed SR)
DRCT: Saving Image Super-resolution away from Information Bottleneck arXiv:2404.00722