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calculate_ssim

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

calculate_ssim appears in the code Syntology harvested for 24 papers, as 14 distinct code bodies found in 25 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 4 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 calculate_ssim 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 7 of the 14 distinct code bodies named calculate_ssim; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
7ran
7unverified
4fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 25 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

24 papers shown of 24, newest first; 25 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 4 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
Restoring Without Forgetting: Continual Learning Across Image Degradations added by Syntology 2026-08 (from id) AlifAshrafee/Restoring-Without-Forgetting/restormer/Motion_Deblurring/utils.py a05b184dc6c264a0 ran no licence file found · pointer only
Mind the Residual Gap: Probabilistic Downscaling under Real-World Bias added by Syntology 2026-06 (from id) JingyunLiang/SwinIR/utils/util_calculate_psnr_ssim.py 67b7513e8c6ec64a unverified Apache-2.0 (permissive)
Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration added by Syntology 2026-05 (from id) ai-spatial/GeoSR-Bench/MODIS_L8/SR_Models/CFAT_M2L8/util_calculate_psnr_ssim.py 66e8be31e4b423ab ran 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 a05b184dc6c264a0 ran no licence file found · pointer only
There and Back Again: On the relation between noises, images, and their inversions in diffusion models 31 Oct 2024 luk-st/taba/taba/metrics/alignment.py 3fb8cf869f4d8d08 unverified no licence file found · pointer only
ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction 28 Oct 2024 LowlevelAI/ECMamba/utils.py a05b184dc6c264a0 ran Apache-2.0 (permissive)
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement 3 Sep 2024 redrock303/ADF-LLIE/utils/common.py 89491f4cebb038b3 ran fingerprinted no licence file found · pointer only
Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement 3 Sep 2024 redrock303/ADF-LLIE/LoLv2/util.py 67b7513e8c6ec64a unverified no licence file found · pointer only
PID: Physics-Informed Diffusion Model for Infrared Image Generation 12 Jul 2024 fangyuanmao/pid/metric/core/metrics.py e4e20b2e3b381659 ran fingerprinted MIT (permissive)
FlowIE: Efficient Image Enhancement via Rectified Flow 1 Jun 2024 EternalEvan/FlowIE/evaluate.py 050b310f4472034c ran fingerprinted MIT (permissive)
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement 6 May 2024 YhuoyuH/RetinexMamba/Enhancement/utils.py a05b184dc6c264a0 ran MIT (permissive)
CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement 15 Mar 2024 VQE-CPGA/CPGA/utils/metrics.py 911df2ed7ec70759 unverified no licence file found · pointer only
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency 8 Dec 2023 yikai-wang/asuka-misato/asuka-flux/eval/cal_psnr_lpips_ssim.py 8abb8e92c3b3495e unverified no licence file found · pointer only
Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations 31 Oct 2023 tju-chengyijia/vd_raw/cal_psnr_ssim_lpips.py 1651d20649f5657b ran fingerprinted no licence file found · pointer only
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing 27 Aug 2023 fvl2020/iccv-2023-mb-taylorformer/utils.py a05b184dc6c264a0 ran no licence file found · pointer only
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal 7 Aug 2023 yunguo224/lhp-rain/SCD-Former/utils/caculate_psnr_ssim.py 610a7378b7096157 ran no licence file found · pointer only
SpikeCV: Open a Continuous Computer Vision Era 21 Mar 2023 zyj061/spikecv/SpikeCV/metrics/reconsturction.py afd28a0d841543dc unverified Apache-2.0 (permissive)
KBNet: Kernel Basis Network for Image Restoration 6 Mar 2023 zhangyi-3/kbnet/Denoising/utils_tool.py a05b184dc6c264a0 ran MIT (permissive)
Flow-Guided Transformer for Video Inpainting 14 Aug 2022 hitachinsk/FGT/FGT/metrics/ssim.py 89491f4cebb038b3 ran fingerprinted MIT (permissive)
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models 29 Jul 2022 igitugraz/weatherdiffusion/utils/metrics.py 5d0f7e6eeb30a620 unverified MIT (permissive)
MAXIM: Multi-Axis MLP for Image Processing 9 Jan 2022 vztu/maxim-pytorch/Deblurring/utils.py a05b184dc6c264a0 ran Apache-2.0 (permissive)
Invertible Image Rescaling 12 May 2020 pkuxmq/Invertible-Image-Rescaling/metrics/calculate_PSNR_SSIM.py 5aef99e58703c44a unverified Apache-2.0 (permissive)
Blind Super-Resolution With Iterative Kernel Correction 6 Apr 2019 yuanjunchai/IKC/metrics/calculate_PSNR_SSIM.py 5aef99e58703c44a unverified Apache-2.0 (permissive)
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks 1 Sep 2018 sdauzcm/sr-basicsr/metrics/calculate_PSNR_SSIM.py 5aef99e58703c44a unverified Apache-2.0 (permissive)
arXiv:Zamir_Restormer_Efficient_Transformer_for_High-Resolution_Image_Restoration_CVPR_2022_paper swz30/Restormer/Denoising/utils.py a05b184dc6c264a0 ran 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".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections