Home › Code › extract_score

extract_score

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

extract_score appears in the code Syntology harvested for 18 papers, as 20 distinct code bodies found in 20 places (a place is one code body under one paper). At least one of them ran in 12 of the papers; 9 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 extract_score 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 14 of the 20 distinct code bodies named extract_score; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

4ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
10ran
6unverified
9fingerprinted

Licence is a property of each copy, so it is counted per place: 8 of the 20 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

18 papers shown of 18, newest first; 20 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; 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
Hitting a Moving Target: Test-Time Adaptation for AI Text Detection under Continual Distribution Shift added by Syntology 2026-06 (from id) kkr36/llm_detection/arxiv/inference_set_rewrite/iterative_prompt_rewrite_scale/llm_judge.py a2706b98edd8c58b ran fingerprinted no licence file found · pointer only
Defending Against Malicious Finetuning by Scaling Train-time Adversarial Attacks added by Syntology 2026-06 (from id) haomingwen/patcher/evaluate/gpt_evaluate.py 1e9b2b7a8f925a69 ran no licence file found · pointer only
From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks added by Syntology 2026-04 (from id) Rainier-rq1/From_Coarse_to_Fine/WEval/WritingBench-Critic.py 7da4354e2c6f6c2c ran fingerprinted no licence file found · pointer only
From Coarse to Fine: Benchmarking and Reward Modeling for Writing-Centric Generation Tasks added by Syntology 2026-04 (from id) Rainier-rq1/From_Coarse_to_Fine/WEval/llm_judge.py a2fd3492b9408427 ran fingerprinted no licence file found · pointer only
SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue added by Syntology 2026-02 (from id) Da1yuqin/SEAD/utils/analyze_chatbot_mistakes.py fb8290dd4e4e685b unverified Apache-2.0 (permissive)
MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus added by Syntology 2026-01 (from id) yxduir/MCGA/eval/eval_model.py b5f599588a4adc4a unverified no licence file found · pointer only
Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training added by Syntology 2025-10 (from id) BatsResearch/self-jailbreaking/scripts/eval/strongreject_eval.py e3b7df9a5aa407fe ran · honoured contract fingerprinted no licence file found · pointer only
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward 22 May 2025 kxfan2002/sophiavl-r1/verl/workers/reward/custom.py 41ec901c077b9860 ran · honoured contract fingerprinted Apache-2.0 (permissive)
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models 22 May 2025 jusperlee/audiotrust/audio_evals/eval_task.py 67daa768dfd59db2 ran · honoured contract Apache-2.0 (permissive)
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing 5 May 2025 bytedance/superedit/eval/eval_instructpix2pix.py ea7b78776c588d7f unverified Apache-2.0 (permissive)
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis 11 Mar 2025 Letian2003/MM_INF/pp_func/oasis.py c39c295401d2dd49 ran · honoured contract fingerprinted no licence file found · pointer only
IPO: Your Language Model is Secretly a Preference Classifier 22 Feb 2025 shivank21/Implicit_Preference_Optimization/Preference_Comparison/RM_Bench/self_reward.py 7204c024b35e7517 unverified Apache-2.0 (permissive)
Understanding and Enhancing the Transferability of Jailbreaking Attacks 5 Feb 2025 tmllab/2025_ICLR_PiF/attack_clm.py 21b2a816defb053b unverified MIT (permissive)
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale 29 Jul 2024 teshnizi/optimus/parameters.py edbd5ba229bb9dfc ran MIT (permissive)
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale 29 Jul 2024 teshnizi/optimus/variables.py 90629c8ff26c53f1 ran MIT (permissive)
Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior 2 Jul 2024 peluz/persona-behavior/compute_results.py 0dbfb54acfddc8c8 ran fingerprinted MIT (permissive)
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation 26 Jun 2024 PKU-YuanGroup/ChronoMagic-Bench/UMT/step3_get_merge_umt_scores.py 690f98d4b6d870df ran fingerprinted Apache-2.0 (permissive)
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions 30 May 2024 znlp/x-instruction/utils/gpt4_eval.py c70b233c8023d8d3 ran fingerprinted MIT (permissive)
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents 18 Jan 2024 lordog/r-judge/eval/risk_identification.py 38ff8148457f4eff ran no licence file found · pointer only
arXiv:openreview_JjILY9i6Wi nwlt/IPMark/baseline/baseline_attack_detect.py 6ce1677e395105a2 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".

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