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NTIRE

Benchmarks

Task NameDataset NameSOTA ResultTrend
Hyperspectral ReconstructionNTIRE Hyper-Skin target 2020 (train)
SSIM92.89
21
Spectral ReconstructionNTIRE Clean 2020
RMSE0.0111
21
Spectral ReconstructionNTIRE 2022
RMSE0.0231
20
Raindrop RemovalNTIRE Day and Night Raindrop Removal 2026 (test)
Final Score35.2378
15
Ambient Lighting NormalizationNTIRE ALN White Lighting Challenge 2026 (official leaderboard)
PSNR26.68
14
Super-ResolutionNTIRE Track 1 2020
PSNR26.52
13
Real-World Super-ResolutionNTIRE 2020 (val)
PSNR26.67
13
Hyperspectral Image ReconstructionNTIRE 2022 (test)
RMSE0.0086
12
Night Photography RenderingNTIRE NPR 2025 (test)
PSNR23.82
12
Deepfake DetectionNTIRE 2026 (val)
AUC92
12
Super-ResolutionNTIRE Super-Resolution Challenge Track 2 (Unknown downscaling) 2017 (test)
PSNR34
12
Spectral ReconstructionNTIRE realworld 2020
RMSE0.0171
11
Spectral ReconstructionNTIRE Real 2020
RMSE0.0137
10
Hyperspectral Image FusionNTIRE 2018 (test)
PSNR48.64
9
Real-World DeblurringNTIRE RSBlur Public 2026 (test)
PSNR33.39
8
Video Saliency PredictionNTIRE Video Saliency Prediction 2026 (private test)
CC0.828
8
Single Image HDR ReconstructionNTIRE 2021 (test)
PSNR-L43.29
8
Blind Super-ResolutionNTIRE RAM50 2024
ManIQA71.35
6
2D image fittingNTIRE 2017 (train)
PSNR46.27
6
Monocular Depth EstimationNTIRE Transparent Surface Challenge 2024 (val)
Delta 1 Accuracy91.7
6
Spectral ReconstructionNTIRE Spectral Reconstruction Track 1 - Clean Images 2020 (test)
MRAE0.0301
5
Super-ResolutionNTIRE (val)
PSNR26.67
4
Super-ResolutionNTIRE SR challenge 2018 (wild)
PSNR17.91
4
Super-ResolutionNTIRE SR challenge 2018 (difficult)
PSNR18.15
4
Super-ResolutionNTIRE SR challenge mild 2018
PSNR17.28
4
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