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spatial_average

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

spatial_average appears in the code Syntology harvested for 34 papers, as 6 distinct code bodies found in 34 places (a place is one code body under one paper). At least one of them ran in 31 of the papers; 3 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 spatial_average 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 3 of the 6 distinct code bodies named spatial_average; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
1ran
3unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 11 of the 34 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

34 papers shown of 34, newest first; 34 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 1 papers added by Syntology; 3 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
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables added by Syntology 2025-08 (from id) WontaeaeKim/SVDLUT/lpips/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Improving Transformer World Models for Data-Efficient RL 3 Feb 2025 eloialonso/iris/src/models/tokenizer/tokenizer.py 6855e475947477db ran · our draft was wrong fingerprinted GPL-3.0 (copyleft) · pointer only
Arbitrary-steps Image Super-resolution via Diffusion Inversion 12 Dec 2024 zsyoaoa/invsr/latent_lpips/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted no licence file found · pointer only
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video 9 Dec 2024 zcsrenlongz/deblur4dgs/models/networks_basic.py a4d02c500a136258 unverified no licence file found · pointer only
RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion 3 Oct 2024 huai-chang/rdeic/model/lpips.py e268053216b1dd62 ran fingerprinted no licence file found · pointer only
What to Preserve and What to Transfer: Faithful, Identity-Preserving Diffusion-based Hairstyle Transfer 29 Aug 2024 cychungg/hairfusion/eval_models/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted no licence file found · pointer only
WildGaussians: 3D Gaussian Splatting in the Wild 11 Jul 2024 jkulhanek/wild-gaussians/wildgaussians/_metrics_lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted no licence file found · pointer only
ControlVAR: Exploring Controllable Visual Autoregressive Modeling 14 Jun 2024 lxa9867/ControlVAR/losses/lpips.py e268053216b1dd62 ran fingerprinted no licence file found · pointer only
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension 12 Mar 2024 zh460045050/V2L-Tokenizer/models/models_v2l.py e268053216b1dd62 ran fingerprinted no licence file found · pointer only
WAVES: Benchmarking the Robustness of Image Watermarks 16 Jan 2024 identical code first harvested elsewhere 29e5e72bcd006dcd ran · our draft was wrong fingerprinted licence of this copy not recorded
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On 4 Dec 2023 rlawjdghek/stableviton/eval_models/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted no licence file found · pointer only
HairCLIPv2: Unifying Hair Editing via Proxy Feature Blending 16 Oct 2023 wty-ustc/HairCLIPv2/criteria/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted no licence file found · pointer only
RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs 14 Aug 2023 wzhouxiff/restoreformerplusplus/RestoreFormer/modules/losses/lpips.py e268053216b1dd62 ran fingerprinted Apache-2.0 (permissive)
R-LPIPS: An Adversarially Robust Perceptual Similarity Metric 27 Jul 2023 saraghazanfari/r-lpips/lpips/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted BSD-2-Clause (permissive)
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image Generation 23 May 2023 crossmodalgroup/maskedvectorquantization/modules/losses/lpips.py e268053216b1dd62 ran fingerprinted MIT (permissive)
Adding Conditional Control to Text-to-Image Diffusion Models 10 Feb 2023 explainingai-code/ControlNet-PyTorch/models/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
Street-View Image Generation from a Bird's-Eye View Layout 11 Jan 2023 alexanderswerdlow/BEVGen/multi_view_generation/modules/losses/lpips.py e268053216b1dd62 ran fingerprinted MIT (permissive)
Shift-tolerant Perceptual Similarity Metric 27 Jul 2022 abhijay9/shifttolerant-lpips/stlpips/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted BSD-2-Clause (permissive)
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation 22 Jun 2022 syang-lab/Pathway_Autoregressive_Text2Image_Model/Parti_Pytorch_V5/parti/losses/lpips.py 8afa5135930de8c8 unverified MIT (permissive)
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs 30 Mar 2022 NVlabs/CoordGAN/loss/lpips_loss.py e268053216b1dd62 ran fingerprinted MIT (permissive)
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression 21 Mar 2022 xiaosu-zhu/McQuic/mcquic/loss/lpips.py e268053216b1dd62 ran fingerprinted Apache-2.0 (permissive)
High-Resolution Image Synthesis with Latent Diffusion Models 20 Dec 2021 explainingai-code/StableDiffusion-PyTorch/models/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
Exploration into Translation-Equivariant Image Quantization 1 Dec 2021 wcshin-git/te-vqgan/taming/modules/losses/lpips.py e268053216b1dd62 ran fingerprinted MIT (permissive)
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis 29 Oct 2021 xingangpan/shadegan/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
Alias-Free Generative Adversarial Networks 23 Jun 2021 jychoi118/toward_spatial_unbiased/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Differentiable Drawing and Sketching 30 Mar 2021 jonhare/DifferentiableSketching/dsketch/experiments/shared/args_losses.py 9b40691985d4c7c9 unverified BSD-3-Clause (permissive)
Robust Compressed Sensing using Generative Models 16 Jun 2020 ajiljalal/csgm-robust-neurips/src/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image Dehazing 12 May 2020 saikatdutta/Stacked_DMSHN_bokeh/PerceptualSimilarity/models/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
Stochastic Latent Residual Video Prediction 21 Feb 2020 edouardelasalles/srvp/metrics/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Analyzing and Improving the Image Quality of StyleGAN 3 Dec 2019 alekseynp/stylegan2-pytorch/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted MIT (permissive)
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric 11 Jan 2018 richzhang/PerceptualSimilarity/lpips/lpips.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted BSD-2-Clause (permissive)
arXiv:Xu_Versatile_Diffusion_Text_Images_and_Variations_All_in_One_Diffusion_ICCV_2023_paper SHI-Labs/Versatile-Diffusion/lib/model_zoo/autokl_utils.py e268053216b1dd62 ran fingerprinted MIT (permissive)
arXiv:Park_Perception-Oriented_Single_Image_Super-Resolution_Using_Optimal_Objective_Estimation_CVPR_2023_paper seungho-snu/SROOE/codes/PerceptualSimilarity/models/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
arXiv:Ni_CHAIN_Enhancing_Generalization_in_Data-Efficient_GANs_via_lipsCHitz_continuity_constrAIned_CVPR_2024_paper MaxwellYaoNi/CHAIN/FastGANDBig/lpips/networks_basic.py 29e5e72bcd006dcd ran · our draft was wrong fingerprinted 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