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PSNR

Syntologyentry name in harvested coderead from the graph 2026-09-24

PSNR appears in the code Syntology harvested for 28 papers, as 22 distinct code bodies found in 29 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 5 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named PSNR do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 9 of the 22 distinct code bodies named PSNR; 13 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
5ran
13unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 13 of the 29 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

28 papers shown of 28, newest first; 29 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 3 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions added by Syntology 2026-02 (from id) whynot-zyl/CloDS/gaussian-mesh-splatting_node/NVS.py b9a295c9780c800d unverified no licence file found · pointer only
Distribution Matching Variational AutoEncoder added by Syntology 2025-12 (from id) sen-ye/dmvae/evaluation/metrics.py b9e07e6fa5c56975 unverified no licence file found · pointer only
After the Party: Navigating the Mapping From Color to Ambient Lighting added by Syntology 2025-08 (from id) fvasluianu97/RLN2/utils.py 8eccacd101833667 unverified no licence file found · pointer only
Cosmos World Foundation Model Platform for Physical AI 7 Jan 2025 nvlabs/tokenbench/token_bench/metrics_cli.py 2ec238b8692bb23a unverified Apache-2.0 (permissive)
Data-driven Precipitation Nowcasting Using Satellite Imagery 16 Dec 2024 seominseok0429/data-driven-precipitation-nowcasting-using-satellite-imagery/metrics.py 16691727ef80f864 unverified no licence file found · pointer only
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration 3 Nov 2024 identical code first harvested elsewhere f4c99d0f2598f605 ran · our draft was wrong licence of this copy not recorded
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction 28 Oct 2024 LowlevelAI/ECMamba/utils.py 8eccacd101833667 unverified Apache-2.0 (permissive)
Text-to-Image Rectified Flow as Plug-and-Play Priors 5 Jun 2024 yangxiaofeng/rectified_flow_prior/2dplayground_iRFDS.py 1cf9f4b22d369692 ran fingerprinted no licence file found · pointer only
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks 2 Jun 2024 supersupercong/msgnn/msgnn/config/show.py 0f60b3b109b79d11 unverified no licence file found · pointer only
Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution 8 May 2024 XY-boy/FreMamba/eval_4x.py 77ecbbe45a1a8b4e ran · honoured contract fingerprinted no licence file found · pointer only
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement 6 May 2024 YhuoyuH/RetinexMamba/Enhancement/utils.py 8eccacd101833667 unverified MIT (permissive)
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration 5 May 2024 xl-tang3/DA-RCOT/tester.py f4c99d0f2598f605 ran · our draft was wrong MIT (permissive)
Spy-Watermark: Robust Invisible Watermarking for Backdoor Attack 4 Jan 2024 rfww/spy-watermark/utils.py c898fb896cfeaece ran fingerprinted no licence file found · pointer only
Understanding Deep Gradient Leakage via Inversion Influence Functions 22 Sep 2023 illidanlab/inversion-influence-function/metrics.py 79216dcd9c887eb7 ran MIT (permissive)
KBNet: Kernel Basis Network for Image Restoration 6 Mar 2023 zhangyi-3/kbnet/Defocus_Deblurring/utils.py 8eccacd101833667 unverified MIT (permissive)
Spatio-Temporal Deformable Attention Network for Video Deblurring 22 Jul 2022 huicongzhang/stdan/losses/multi_loss.py 933f49a6f925621f unverified MIT (permissive)
MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting 12 Mar 2022 tsingqguo/misf/src/misf.py 699c5755b0231249 ran · metamorphic tier: deterministic no licence file found · pointer only
Revisiting Temporal Alignment for Video Restoration 30 Nov 2021 redrock303/revisiting-temporal-alignment-for-video-restoration/models/VDB/validate.py 1a63d78c6d1a0024 ran · violated contract fingerprinted no licence file found · pointer only
PixelSynth: Generating a 3D-Consistent Experience from a Single Image 12 Aug 2021 crockwell/pixelsynth/models/encoderdecoder.py c7f11c885a4f43e5 ran fingerprinted no licence file found · pointer only
Fully Convolutional Line Parsing 22 Apr 2021 PINTO0309/PINTO_model_zoo/071_Noise2Noise/model.py 8b86297f01fc1975 unverified MIT (permissive)
Towards improving discriminative reconstruction via simultaneous dense and sparse coding 16 Jun 2020 btolooshams/densae/src/utils.py 59a0c6649e62b923 unverified MIT (permissive)
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising 3 Jun 2019 juglab/pn2v/src/pn2v/core/utils.py 2f7de44d3ac31817 unverified BSD-3-Clause (permissive)
Spatio-Temporal Filter Adaptive Network for Video Deblurring 28 Apr 2019 sczhou/STFAN/losses/multiscaleloss.py 1a63d78c6d1a0024 ran · violated contract fingerprinted MIT (permissive)
Recurrent Back-Projection Network for Video Super-Resolution 25 Mar 2019 zhangtianmingxp/rbpn_mindspore/src/util/utils.py b70f51832e08d34b unverified Apache-2.0 (permissive)
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation 4 Jun 2018 lyqcom/rednet30/postprocess.py 72009a8d2189cd89 unverified Apache-2.0 (permissive)
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks 4 Oct 2017 lorenzomammana/MSLapSRN-pytorch/eval_mat.py 94f1acc3400f1b97 ran · our draft was wrong no licence file found · pointer only
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks 4 Oct 2017 fannymonori/TF-LapSRN/utils.py 5a900d242c89ecf1 unverified Apache-2.0 (permissive)
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network 16 Sep 2016 behnoudshafizadeh/ESPCN-SuperResolution-Tensorflow/utils.py 5a900d242c89ecf1 unverified Apache-2.0 (permissive)
arXiv:Zamir_Restormer_Efficient_Transformer_for_High-Resolution_Image_Restoration_CVPR_2022_paper swz30/Restormer/Defocus_Deblurring/utils.py 8eccacd101833667 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

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