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get_image_data_url

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

get_image_data_url appears in the code Syntology harvested for 11 papers, as 3 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 9 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 get_image_data_url 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 1 of the 3 distinct code bodies named get_image_data_url; 2 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
1ran · fixture could not drive it
0ran
2unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 11 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

11 papers shown of 11, newest first; 11 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 6 papers added by Syntology. 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
Q-Hawkeye: Reliable Visual Policy Optimization for Image Quality Assessment added by Syntology 30 Jan 2026 AMAP-ML/Q-Hawkeye/src/virft/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it no licence file found · pointer only
2 RELATED WORK Reinforcement learning has emerged as a powerful paradigm for enhancing the reasoning abilities of LLMs added by Syntology 2026-01 (from id) zywang0104/Video-KTR/src/r1-v/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it no licence file found · pointer only
Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach added by Syntology 2026-01 (from id) aialt/geo-r/src/open-r1-multimodal/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings added by Syntology 2025-11 (from id) XMUDeepLIT/UME-R1/src/r1-train/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering added by Syntology 2025-10 (from id) om-ai-lab/VLM-R1/src/open-r1-multimodal/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time added by Syntology 2025-09 (from id) Yifan-Lan/Phi/GPT_test_score_phi.py d264a33695ddd017 unverified MIT (permissive)
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents 21 May 2025 yuqi-zhou/gui-g1/src/open-r1-multimodal/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank 20 May 2025 tianhewu/visualquality-r1/src/open-r1-multimodal/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning 27 Mar 2025 lll6gg/ui-r1/src/ui_r1/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it Apache-2.0 (permissive)
Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning 26 Mar 2025 tanhuajie/reason-rft/utils/distill_cot_data.py 647e67d2dd82ab4b unverified Apache-2.0 (permissive)
Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning 20 Mar 2025 minglllli/cls-rl/src/cls-rl/local_scripts/create_vision_cot_data.py 3f31b48fd862935d ran · fixture could not drive it no licence file found · pointer only

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