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compute_ssim

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

compute_ssim appears in the code Syntology harvested for 15 papers, as 10 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 0 of the papers; 0 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 compute_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 0 of the 10 distinct code bodies named compute_ssim; 10 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
0ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 15 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

15 papers shown of 15, newest first; 15 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
Newton Deep Unfolding for Compressed Sensing added by Syntology 2026-09 (from id) xianchaoxiu/DNU-Net/NDU-Net/utils/metrics.py 91e01959b155c410 unverified no licence file found · pointer only
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/utils.py 08878d7faba07f9a unverified no licence file found · pointer only
Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging added by Syntology 2026-04 (from id) tianweiy/SeqMRI/activemri/envs/util.py cd25081a4c499255 unverified MIT (permissive)
Flux4D: Flow-based Unsupervised 4D Reconstruction added by Syntology 2025-12 (from id) NVlabs/EmerNeRF/datasets/metrics.py 293991ba7c0526ca unverified licence not identified · pointer only
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring 13 Jun 2024 invokerer/deeprft/evaluate_RealBlur.py 464c3d3b7a1eb4b3 unverified licence not identified · pointer only
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models 27 May 2024 pp00704831/Stripformer-ECCV-2022-/evaluate_RealBlur_J.py 464c3d3b7a1eb4b3 unverified no licence file found · pointer only
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring 19 Apr 2024 ChengxuLiu/MISCFilter/evaluate_RealBlur.py 464c3d3b7a1eb4b3 unverified MIT (permissive)
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring 29 Dec 2023 thqiu0419/mlwnet/evaluate_realblur.py 464c3d3b7a1eb4b3 unverified no licence file found · pointer only
Hierarchical Integration Diffusion Model for Realistic Image Deblurring 22 May 2023 zhengchen1999/HI-Diff/evaluate_realblur.py 64c776bb050ba1e2 unverified Apache-2.0 (permissive)
Monocular Dynamic View Synthesis: A Reality Check 24 Oct 2022 kair-bair/dycheck/dycheck/core/metrics/image.py be06730070c6bebb unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
MAXIM: Multi-Axis MLP for Image Processing 9 Jan 2022 vztu/maxim-pytorch/Deblurring/evaluate_realblur.py 464c3d3b7a1eb4b3 unverified Apache-2.0 (permissive)
Experimental design for MRI by greedy policy search 30 Oct 2020 Timsey/pg_mri/src/helpers/torch_metrics.py cfa8a628b40e30d9 unverified MIT (permissive)
Active MR k-space Sampling with Reinforcement Learning 20 Jul 2020 facebookresearch/active-mri-acquisition/activemri/envs/util.py cd25081a4c499255 unverified MIT (permissive)
Lightweight Image Super-Resolution with Information Multi-distillation Network 26 Sep 2019 cai631/mbmfn/utils.py 45c7fced0b57aba5 unverified Apache-2.0 (permissive)
arXiv:aaai_25135 megvii-research/AAAI2023-PVD/just_train_tea/utils.py 13b4f80faf1f5fbe 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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