Weighted_GAP
Weighted_GAP appears in the code Syntology harvested for 15 papers, as 3 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 15 of the papers; 3 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 Weighted_GAP 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 3 of the 3 distinct code bodies named Weighted_GAP; 0 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 11 of the 15 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
15 papers shown of 15, newest first; 15 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. 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| Unlocking the Power of SAM 2 for Few-Shot Segmentation | 20 May 2025 | identical code first harvested elsewhere df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Hybrid Mamba for Few-Shot Segmentation | 29 Sep 2024 | sam1224/hmnet/model/HMNet.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Eliminating Feature Ambiguity for Few-Shot Segmentation | 13 Jul 2024 | sam1224/aenet/HDMNet/model/HDMNetPlus.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| CoReS: Orchestrating the Dance of Reasoning and Segmentation | 8 Apr 2024 | baoxiaoyi/cores/model/CORES2seg2mask.py 8acc935e3270d2b7 |
ran · fixture could not drive it fingerprinted | no licence file found · pointer only |
| Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation | 29 Nov 2023 | Wyxdm/AMNet/model/AMFormer.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation | 20 Sep 2023 | nankepan/VIPMT/model/VIPMT.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Few-Shot Rotation-Invariant Aerial Image Semantic Segmentation | 29 May 2023 | caoql98/frinet/model/BAM.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Prototype as Query for Few Shot Semantic Segmentation | 27 Nov 2022 | identical code first harvested elsewhere df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation | 13 Oct 2022 | LIUYUANWEI98/IPMT/model/IPMTnetwork.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation | 20 Jun 2022 | identical code first harvested elsewhere df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | 10 May 2022 | LIUYUANWEI98/NERTNet/model/prototypical_contrast.py 9722dd4369cc7b65 |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | 21 Apr 2022 | identical code first harvested elsewhere df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Learning What Not to Segment: A New Perspective on Few-Shot Segmentation | 15 Mar 2022 | chunbolang/BAM/model/BAM.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Few-Shot Segmentation with Global and Local Contrastive Learning | 11 Aug 2021 | liuweide01/GQNet-Few-shot-segmentation/model/PFENet.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Few-Shot Segmentation via Cycle-Consistent Transformer | 4 Jun 2021 | YanFangCS/CyCTR-Pytorch/model/CyCTR.py df77cb77dfe58d6d |
ran · our draft was wrong fingerprinted | 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