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split_cluster_acc_v2

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

split_cluster_acc_v2 appears in the code Syntology harvested for 9 papers, as 8 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 6 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 split_cluster_acc_v2 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 5 of the 8 distinct code bodies named split_cluster_acc_v2; 3 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
4ran · fixture could not drive it
1ran
3unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 9 places is 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

9 papers shown of 9, newest first; 9 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; 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
Open Ad-hoc Categorization with Contextualized Feature Learning added by Syntology 2025-12 (from id) Wayne2Wang/OAK/src/engine/cluster_eval.py e211b877949b1b84 unverified MIT (permissive)
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery 2 Apr 2025 mashijie1028/protogcd/my_utils/cluster_and_log_utils.py 965fcd5f9ab03841 unverified MIT (permissive)
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery 24 Oct 2024 HaiyangZheng/PHE/utils/evaluate_utils.py e0eef651c9789663 unverified no licence file found · pointer only
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery 9 Oct 2024 mashijie1028/happy-cgcd/train_happy.py 285f08752cf15565 ran · fixture could not drive it MIT (permissive)
Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery 15 Mar 2024 enguangw/get/util/cluster_and_log_utils.py 2513029b5bd17df9 ran MIT (permissive)
Active Generalized Category Discovery 7 Mar 2024 mashijie1028/activegcd/utils_al/train_recipes_ema.py 21b51b923477b0ce ran · fixture could not drive it MIT (permissive)
Towards Distribution-Agnostic Generalized Category Discovery 2 Oct 2023 jianhongbai/bacon/model/bacon.py e2b8c1d1e98d7709 ran · fixture could not drive it MIT (permissive)
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery 14 Apr 2023 haoosz/cipr/eval_snc.py 12e4656cde039f68 ran · fixture could not drive it MIT (permissive)
arXiv:Wang_GET_Unlocking_the_Multi-modal_Potential_of_CLIP_for_Generalized_Category_CVPR_2025_paper enguangW/GET/util/cluster_and_log_utils.py 2513029b5bd17df9 ran 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