NTIRE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Raindrop Removal | NTIRE Day and Night Raindrop Removal 2026 (test) | Final Score35.2378 | 15 | |
| Ambient Lighting Normalization | NTIRE ALN White Lighting Challenge 2026 (official leaderboard) | PSNR26.68 | 14 | |
| Super-Resolution | NTIRE Track 1 2020 | PSNR26.52 | 13 | |
| Real-World Super-Resolution | NTIRE 2020 (val) | PSNR26.67 | 13 | |
| Deepfake Detection | NTIRE 2026 (val) | AUC92 | 12 | |
| Super-Resolution | NTIRE Super-Resolution Challenge Track 2 (Unknown downscaling) 2017 (test) | PSNR34 | 12 | |
| Spectral Reconstruction | NTIRE 2022 | RMSE0.0343 | 11 | |
| Spectral Reconstruction | NTIRE realworld 2020 | RMSE0.0171 | 11 | |
| Spectral Reconstruction | NTIRE Clean 2020 | RMSE0.0196 | 11 | |
| Hyperspectral Image Fusion | NTIRE 2018 (test) | PSNR48.64 | 9 | |
| Video Saliency Prediction | NTIRE Video Saliency Prediction 2026 (private test) | CC0.828 | 8 | |
| Single Image HDR Reconstruction | NTIRE 2021 (test) | PSNR-L43.29 | 8 | |
| 2D image fitting | NTIRE 2017 (train) | PSNR46.27 | 6 | |
| Monocular Depth Estimation | NTIRE Transparent Surface Challenge 2024 (val) | Delta 1 Accuracy91.7 | 6 | |
| Spectral Reconstruction | NTIRE Spectral Reconstruction Track 1 - Clean Images 2020 (test) | MRAE0.0301 | 5 | |
| Super-Resolution | NTIRE (val) | PSNR26.67 | 4 | |
| Super-Resolution | NTIRE SR challenge 2018 (wild) | PSNR17.91 | 4 | |
| Super-Resolution | NTIRE SR challenge 2018 (difficult) | PSNR18.15 | 4 | |
| Super-Resolution | NTIRE SR challenge mild 2018 | PSNR17.28 | 4 | |
| AI-generated image detection | NTIRE Challenge Online (test) | Robust Hard ROC AUC0.856 | 3 | |
| Super-resolution | NTIRE 2019 (val) | PSNR33.88 | 3 | |
| Single Image Super-Resolution | NTIRE Image Super-Resolution x4 2024 (test) | PSNR31.1776 | 1 |
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