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make_2tuple

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

make_2tuple appears in the code Syntology harvested for 21 papers, as 3 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 20 of the papers; 2 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 make_2tuple 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 2 of the 3 distinct code bodies named make_2tuple; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 5 of the 22 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

21 papers shown of 21, newest first; 22 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; 2 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
3D-Aware VLMs with Implicit and Explicit Geometries added by Syntology 2026-07 (from id) Vegetebird/VLM-IE3D/model/vlm_ie3d.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
Frozen Brain MRI Foundation Model Representations Generalize Across Clinical Tasks added by Syntology 2026-04 (from id) mclwu22/BrainDINO/BrainDINO_seg/dinov3/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
Pixel-Perfect Visual Geometry Estimation added by Syntology 2026-01 (from id) gangweix/pixel-perfect-depth/ppd/models/depth_anything_v2/dinov2_layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
BioBench: A Blueprint to Move Beyond ImageNet for Scientific ML Benchmarks added by Syntology 2025-11 (from id) samuelstevens/biobench/src/biobench/dinov3.py cae40f615b71bf50 unverified MIT (permissive)
Streaming 4D Visual Geometry Transformer 15 Jul 2025 wzzheng/streamvggt/src/streamvggt/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted no licence file found · pointer only
arXiv:2507.03779 2025-07 (from id) KevinZ0217/fast_dinov2/dinov2/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted no licence file found · pointer only
MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation 25 May 2025 masaaki-75/meditok/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos 21 Jan 2025 DepthAnything/Video-Depth-Anything/video_depth_anything/dinov2_layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
TIPS: Text-Image Pretraining with Spatial Awareness 21 Oct 2024 google-deepmind/tips/pytorch/image_encoder.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery 26 Aug 2024 sarahrastegar/selex/models/vision_transformer2.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
SpectralEarth: Training Hyperspectral Foundation Models at Scale 15 Aug 2024 panopticon-fm/panopticon/dinov2/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Mixture of Nested Experts: Adaptive Processing of Visual Tokens 29 Jul 2024 usryokousha/mone-pytorch/mone_pytorch/layers/mlp.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
SCAPE: A Simple and Strong Category-Agnostic Pose Estimator 18 Jul 2024 tiny-smart/SCAPE/scape/models/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted no licence file found · pointer only
Accessing Vision Foundation Models at ImageNet-level Costs 15 Jul 2024 bespontaneous/proteus-pytorch/pretrain/models_dinov2.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
WildGaussians: 3D Gaussian Splatting in the Wild 11 Jul 2024 jkulhanek/wild-gaussians/wildgaussians/dinov2.py 3c04490a215299f2 ran · honoured contract fingerprinted no licence file found · pointer only
Depth Anything V2 13 Jun 2024 DepthAnything/Depth-Anything-V2/depth_anything_v2/dinov2_layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation 22 Mar 2024 yvanyin/metric3d/mono/model/backbones/ViT_DINO.py 3c04490a215299f2 ran · honoured contract fingerprinted BSD-2-Clause (permissive)
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations 5 Feb 2024 stefanwm13/just-cluster-it-public/dinov2/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted MIT (permissive)
Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks 4 Dec 2023 mohammedsb/dinov2formedical/dinov2/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted no licence file found · pointer only
DINOv2: Learning Robust Visual Features without Supervision 14 Apr 2023 beneroth13/dinov2/dinov2/layers/patch_embed.py 3c04490a215299f2 ran · honoured contract fingerprinted Apache-2.0 (permissive)
DINOv2: Learning Robust Visual Features without Supervision 14 Apr 2023 facebookresearch/highrescanopyheight/models/backbone.py 1844e38d40beb412 ran · honoured contract fingerprinted Apache-2.0 (permissive)
arXiv:openreview_YA3AvVx2Ze lytang63/CoGe-GCD/models/vision_transformer2.py 3c04490a215299f2 ran · honoured contract 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".

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