# sRGB

Source: [sRGB](<https://www.sota2.com/research/dataset/srgb>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Image Denoising on DND sRGB (test)](<https://www.sota2.com/research/sota/image-denoising-on-dnd-srgb-test.md>): Image Denoising; DND sRGB (test).

- [Raw-to-sRGB mapping on Zurich Raw-to-sRGB (test)](<https://www.sota2.com/research/sota/raw-to-srgb-mapping-on-zurich-raw-to-srgb-test.md>): Raw-to-sRGB mapping; Zurich Raw-to-sRGB (test).

- [Lossless Image Compression on Kodak sRGB 8-bit (test)](<https://www.sota2.com/research/sota/lossless-image-compression-on-kodak-srgb-8-bit-test.md>): Lossless Image Compression; Kodak sRGB 8-bit (test).

- [Gaussian Denoising on BSDS300 sigma=25 sRGB](<https://www.sota2.com/research/sota/gaussian-denoising-on-bsds300-sigma-25-srgb.md>): Gaussian Denoising; BSDS300 sigma=25 sRGB.

- [Raw-to-sRGB on ISPIW (test)](<https://www.sota2.com/research/sota/raw-to-srgb-on-ispiw-test.md>): raw-to-sRGB; ISPIW raw-to-sRGB (test).

- [RAW-to-sRGB on ISPIW raw-to-sRGB](<https://www.sota2.com/research/sota/raw-to-srgb-on-ispiw-raw-to-srgb.md>): raw-to-sRGB; ISPIW raw-to-sRGB.

- [Raw-to-sRGB Conversion on Mobile AI raw-to-sRGB 2021 (test)](<https://www.sota2.com/research/sota/raw-to-srgb-conversion-on-mobile-ai-raw-to-srgb-2021-test.md>): raw-to-sRGB; Mobile AI raw-to-sRGB 2021 (test).

- [ISP Learning on Mobile AI raw-to-sRGB](<https://www.sota2.com/research/sota/isp-learning-on-mobile-ai-raw-to-srgb.md>): ISP Learning; Mobile AI raw-to-sRGB.

- [Image Restoration on sRGB (Gaussian noise σ ∈ \[5/255, 50/255\]) synthetic (test)](<https://www.sota2.com/research/sota/image-restoration-on-srgb-gaussian-noise-5-255-50-255-synthetic-test.md>): Image Restoration; sRGB (Gaussian noise σ ∈ \[5/255, 50/255\]) synthetic (test).

- [Image Denoising on DND sRGB](<https://www.sota2.com/research/sota/image-denoising-on-dnd-srgb.md>): Image Denoising; DND sRGB.

- [Image Denoising on SIDD sRGB benchmark](<https://www.sota2.com/research/sota/image-denoising-on-sidd-srgb-benchmark.md>): Image Denoising; SIDD sRGB benchmark.

- [Image Denoising on SIDD sRGB (test)](<https://www.sota2.com/research/sota/image-denoising-on-sidd-srgb-test.md>): Image Denoising; SIDD sRGB (test).

- [Image Restoration on sRGB Synthetic (Poisson noise λ=5-50) (test)](<https://www.sota2.com/research/sota/image-restoration-on-srgb-synthetic-poisson-noise-5-50-test.md>): Image Restoration; sRGB (Poisson noise λ ∈ \[5, 50\]) synthetic (test).

- [Image Denoising on DND sRGB space (test)](<https://www.sota2.com/research/sota/image-denoising-on-dnd-srgb-space-test.md>): Image Denoising; DND sRGB space (test).

- [Image Denoising on RawNIND rendered sRGB](<https://www.sota2.com/research/sota/image-denoising-on-rawnind-rendered-srgb.md>): Image Denoising; RawNIND rendered sRGB (all 1493 cross-camera 512^2 crops).

- [Image Denoising on SIDD Medium sRGB](<https://www.sota2.com/research/sota/image-denoising-on-sidd-medium-srgb.md>): Image Denoising; SIDD Medium sRGB.

- [Novel View Synthesis on RawNeRF-Glow sRGB](<https://www.sota2.com/research/sota/novel-view-synthesis-on-rawnerf-glow-srgb.md>): Novel View Synthesis; RawNeRF-Glow sRGB.

- [Neural ISP on Nighttime raw-sRGB noise-free (test)](<https://www.sota2.com/research/sota/neural-isp-on-nighttime-raw-srgb-noise-free-test.md>): Neural ISP; Nighttime raw-sRGB noise-free (test).

- [Gaussian Denoising on BSDS300 sigma=50 sRGB](<https://www.sota2.com/research/sota/gaussian-denoising-on-bsds300-sigma-50-srgb.md>): Gaussian Denoising; BSDS300 sigma=50 sRGB.

- [Gaussian Denoising on Kodak (sigma=25, sRGB)](<https://www.sota2.com/research/sota/gaussian-denoising-on-kodak-sigma-25-srgb.md>): Gaussian Denoising; Kodak sigma=25 sRGB.

- [Video Denoising on Real indoor sRGB (test)](<https://www.sota2.com/research/sota/video-denoising-on-real-indoor-srgb-test.md>): Video Denoising; Real indoor sRGB (test).

- [Video Denoising on CRVD sRGB](<https://www.sota2.com/research/sota/video-denoising-on-crvd-srgb.md>): Video Denoising; CRVD sRGB.

- [Image Denoising on SIDD sRGB (val)](<https://www.sota2.com/research/sota/image-denoising-on-sidd-srgb-val.md>): Image Denoising; SIDD sRGB (val).

- [Video Denoising on CRVD sRGB (test)](<https://www.sota2.com/research/sota/video-denoising-on-crvd-srgb-test.md>): Video Denoising; CRVD sRGB (test).

- [Real Image Denoising on NTIRE Real Image Denoising Challenge Track2:sRGB 2019 (test)](<https://www.sota2.com/research/sota/real-image-denoising-on-ntire-real-image-denoising-challenge-track2-srgb-2019-test.md>): Real Image Denoising; NTIRE Real Image Denoising Challenge Track2:sRGB 2019 (test).

- [Real Image Denoising on Darmstadt Noise Dataset sRGB (test)](<https://www.sota2.com/research/sota/real-image-denoising-on-darmstadt-noise-dataset-srgb-test.md>): Real image denoising; Darmstadt Noise Dataset sRGB (test).

- [Image Enhancement on Mobile AI sRGB image enhancement challenge 2026](<https://www.sota2.com/research/sota/image-enhancement-on-mobile-ai-srgb-image-enhancement-challenge-2026.md>): Image Enhancement; Mobile AI sRGB image enhancement challenge 2026.