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load_predictions

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

load_predictions appears in the code Syntology harvested for 22 papers, as 18 distinct code bodies found in 22 places (a place is one code body under one paper). At least one of them ran in 11 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 load_predictions 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 8 of the 18 distinct code bodies named load_predictions; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
6ran · our draft was wrong
0ran · fixture could not drive it
2ran
10unverified
0fingerprinted

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

22 papers shown of 22, 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 8 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
TRUE-Colon: Exposing a Consistent Transfer Asymmetry in Real-Time Polyp Detection added by Syntology 2026-08 (from id) sdoerrich97/true-colon/true_colon/_ingest.py bba14b509483ca23 unverified licence not identified · pointer only
How Much Static Structure Do Code Agents Need? A Study of Deterministic Anchoring added by Syntology 2026-06 (from id) mathieu0905/Code-Anchor/evaluation/eval_localization_codex.py 31ac00a4e3cb419d ran Apache-2.0 (permissive)
ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation added by Syntology 2026-04 (from id) google-deepmind/proeval/proeval/sampler/bq.py c1c4afe2594fdfe1 ran · our draft was wrong Apache-2.0 (permissive)
BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages added by Syntology 2026-03 (from id) jsl5710/BLUFF/src/evaluation/decoder/evaluate.py cb5244a9e27b7e1f unverified licence not identified · pointer only
PRiSM: Benchmarking Phone Realization in Speech Models added by Syntology 2026-01 (from id) changelinglab/prism/src/metrics/zeroshot_eval.py e7cd548d1f3164bd unverified no licence file found · pointer only
Predict the Retrieval! Test time adaptation for Retrieval Augmented Generation added by Syntology 2026-01 (from id) sunxin000/TTARAG/parallel_evaluation.py f2e9cf22b372413c unverified no licence file found · pointer only
JP-TL-Bench: Anchored Pairwise LLM Evaluation for Bidirectional Japanese-English Translation added by Syntology 2026-01 (from id) lhl/liquid-ai-hackathon-tokyo/eval/sample_predictions.py efcb9dd76b5e4df3 unverified no licence file found · pointer only
Hash Collisions in Molecular Fingerprints: Effects on Property Prediction and Bayesian Optimization added by Syntology 2025-11 (from id) wvirany/molcollisions/experiments/analyze_regression_results.py 80cb06e538b47619 ran · our draft was wrong no licence file found · pointer only
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts 25 May 2025 orionbench/orionbench/grounded_CoT/evaluate_predictions.py 36667e7b107acaec ran · our draft was wrong Apache-2.0 (permissive)
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation 24 May 2025 chartgalaxy/chartgalaxy/code_understanding/scoring.py 36667e7b107acaec ran · our draft was wrong Apache-2.0 (permissive)
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling 20 May 2025 Songjw133/JOLT-SQL/test_suite_sql_eval/evaluate_classical.py c64a2627f38e10a8 ran · our draft was wrong Apache-2.0 (permissive)
Adaptive Orchestration of Modular Generative Information Access Systems 24 Apr 2025 informagi/AQA/Adaptive-RAG/AQA_final_eval.py fd0f6a22513811ab unverified MIT (permissive)
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering 7 Apr 2025 vis-nlp/chartqapro/evaluate_predictions.py 36667e7b107acaec ran · our draft was wrong MIT (permissive)
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs 17 Oct 2024 apple/ml-kg-mt/src/evaluation/evaluate.py aaca1dfcefe36000 ran licence not identified · pointer only
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark 4 Sep 2024 opendatalab/pm4bench/src/pm4bench/io.py e6b5d81f514b3ebb unverified Apache-2.0 (permissive)
Can GPT-3.5 Generate and Code Discharge Summaries? 24 Jan 2024 edinburghclinicalnlp/chatgpt_icd_coding/scripts/evaluate.py aae667a9e9bc2760 ran · our draft was wrong no licence file found · pointer only
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction 30 Nov 2022 icetttb/nopesac/vis_NopeSAC.py 53d025ffef0faf78 unverified MIT (permissive)
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval 5 Sep 2022 khuangaf/concrete/src/xfact_eval.py 9f7343aa8cadeb59 unverified Apache-2.0 (permissive)
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking 17 Jun 2021 utahnlp/x-fact/transformers/calculate_fscore.py 9f7343aa8cadeb59 unverified MIT (permissive)
Semantic Evaluation for Text-to-SQL with Distilled Test Suites 6 Oct 2020 taoyds/test-suite-sql-eval/evaluate_classical.py c64a2627f38e10a8 ran · our draft was wrong Apache-2.0 (permissive)
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search 20 Sep 2019 github/CodeSearchNet/src/relevanceeval.py faa62c1fbe7df43e ran · our draft was wrong MIT (permissive)
Representation Learning with Contrastive Predictive Coding 10 Jul 2018 ex4sperans/freesound-classification/linear_blend.py 69d65c023623a577 unverified Apache-2.0 (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