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Models/IPT

IPT

Reported on 18 benchmarks across 7 tasks · 1 paper · 17 SOTA

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

Computer Vision10 results

Rain RemovalonRain100L
PSNR· uses extra data· 2020-12-01
41.62
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
DenoisingonUrban100 sigma50
PSNR· uses extra data· 2020-12-01
29.71
best: 30.59 (Hi-IR)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
DenoisingonCBSD68 sigma50
PSNR· uses extra data· 2020-12-01
29.39
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Image Super-ResolutiononBSD100 - 2x upscaling
PSNR· uses extra data· 2020-12-01
32.48
best: 33.12 (WaveMixSR-V2)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Image Super-ResolutiononSet14 - 3x upscaling
PSNR· uses extra data· 2020-12-01
30.85
best: 31.55 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Image Super-ResolutiononUrban100 - 3x upscaling
PSNR· uses extra data· 2020-12-01
29.49
best: 31.07 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
3D Object Super-ResolutiononBSD100 - 2x upscaling
PSNR· uses extra data· 2020-12-01
32.48
best: 33.12 (WaveMixSR-V2)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
3D Object Super-ResolutiononSet14 - 3x upscaling
PSNR· uses extra data· 2020-12-01
30.85
best: 31.55 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
3D Object Super-ResolutiononUrban100 - 3x upscaling
PSNR· uses extra data· 2020-12-01
29.49
best: 31.07 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Rain RemovalonRain100L
SSIM· uses extra data· 2020-12-01
0.988
Pre-Trained Image Processing Transformer arXiv:2012.00364

Graphs3 results

Super-ResolutiononBSD100 - 2x upscaling
PSNR· uses extra data· 2020-12-01
32.48
best: 33.12 (WaveMixSR-V2)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Super-ResolutiononSet14 - 3x upscaling
PSNR· uses extra data· 2020-12-01
30.85
best: 31.55 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
Super-ResolutiononUrban100 - 3x upscaling
PSNR· uses extra data· 2020-12-01
29.49
best: 31.07 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364

Methodology3 results

16konBSD100 - 2x upscaling
PSNR· uses extra data· 2020-12-01
32.48
best: 33.12 (WaveMixSR-V2)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
16konSet14 - 3x upscaling
PSNR· uses extra data· 2020-12-01
30.85
best: 31.55 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
16konUrban100 - 3x upscaling
PSNR· uses extra data· 2020-12-01
29.49
best: 31.07 (Hi-IR-L)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364

Adversarial2 results

3D ArchitectureonUrban100 sigma50
PSNR· uses extra data· 2020-12-01
29.71
best: 30.59 (Hi-IR)
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364
3D ArchitectureonCBSD68 sigma50
PSNR· uses extra data· 2020-12-01
29.39
SOTA
Pre-Trained Image Processing Transformer arXiv:2012.00364