Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/LTE

LTE

Reported on 44 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision22 results

Image Super-ResolutiononSet5 - 3x upscaling
PSNR· 2021-11-17
34.89
best: 35.35 (HMA†)
SOTA
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononSet5 - 3x upscaling
PSNR· 2021-11-17
34.89
best: 35.35 (HMA†)
SOTA
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2021-11-17
32.44
best: 33.12 (WaveMixSR-V2)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononSet14 - 3x upscaling
PSNR· 2021-11-17
30.8
best: 31.55 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononSet14 - 2x upscaling
PSNR· 2021-11-17
34.25
best: 35.36 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2021-11-17
29.06
best: 29.54 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2021-11-17
33.5
best: 35.24 (HMA†)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononSet5 - 2x upscaling
PSNR· 2021-11-17
38.33
best: 39.14 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2021-11-17
27.24
best: 28.72 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2021-11-17
29.41
best: 31.07 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2021-11-17
27.86
best: 28.16 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Image Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2021-11-17
29.39
best: 29.67 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2021-11-17
32.44
best: 33.12 (WaveMixSR-V2)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· 2021-11-17
30.8
best: 31.55 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononSet14 - 2x upscaling
PSNR· 2021-11-17
34.25
best: 35.36 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2021-11-17
29.06
best: 29.54 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2021-11-17
33.5
best: 35.24 (HMA†)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononSet5 - 2x upscaling
PSNR· 2021-11-17
38.33
best: 39.14 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2021-11-17
27.24
best: 28.72 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2021-11-17
29.41
best: 31.07 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2021-11-17
27.86
best: 28.16 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
3D Object Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2021-11-17
29.39
best: 29.67 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918

Graphs11 results

Super-ResolutiononSet5 - 3x upscaling
PSNR· 2021-11-17
34.89
best: 35.35 (HMA†)
SOTA
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononBSD100 - 2x upscaling
PSNR· 2021-11-17
32.44
best: 33.12 (WaveMixSR-V2)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononSet14 - 3x upscaling
PSNR· 2021-11-17
30.8
best: 31.55 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononSet14 - 2x upscaling
PSNR· 2021-11-17
34.25
best: 35.36 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2021-11-17
29.06
best: 29.54 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononUrban100 - 2x upscaling
PSNR· 2021-11-17
33.5
best: 35.24 (HMA†)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononSet5 - 2x upscaling
PSNR· 2021-11-17
38.33
best: 39.14 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2021-11-17
27.24
best: 28.72 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononUrban100 - 3x upscaling
PSNR· 2021-11-17
29.41
best: 31.07 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2021-11-17
27.86
best: 28.16 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
Super-ResolutiononBSD100 - 3x upscaling
PSNR· 2021-11-17
29.39
best: 29.67 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918

Methodology11 results

16konSet5 - 3x upscaling
PSNR· 2021-11-17
34.89
best: 35.35 (HMA†)
SOTA
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konBSD100 - 2x upscaling
PSNR· 2021-11-17
32.44
best: 33.12 (WaveMixSR-V2)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konSet14 - 3x upscaling
PSNR· 2021-11-17
30.8
best: 31.55 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konSet14 - 2x upscaling
PSNR· 2021-11-17
34.25
best: 35.36 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konSet14 - 4x upscaling
PSNR· 2021-11-17
29.06
best: 29.54 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konUrban100 - 2x upscaling
PSNR· 2021-11-17
33.5
best: 35.24 (HMA†)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konSet5 - 2x upscaling
PSNR· 2021-11-17
38.33
best: 39.14 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konUrban100 - 4x upscaling
PSNR· 2021-11-17
27.24
best: 28.72 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konUrban100 - 3x upscaling
PSNR· 2021-11-17
29.41
best: 31.07 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konBSD100 - 4x upscaling
PSNR· 2021-11-17
27.86
best: 28.16 (DRCT-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918
16konBSD100 - 3x upscaling
PSNR· 2021-11-17
29.39
best: 29.67 (Hi-IR-L)
Local Texture Estimator for Implicit Representation Function arXiv:2111.08918