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MaskDecoder

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

MaskDecoder appears in the code Syntology harvested for 7 papers, as 9 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 1 of the code bodies carries 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 MaskDecoder 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 6 of the 9 distinct code bodies named MaskDecoder; 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
0ran · fixture could not drive it
6ran
3unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 9 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

7 papers shown of 7, 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. 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
Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection added by Syntology 2026-06 (from id) cdh8285/TEP-SAM/models/sam_withToken.py d0e105681f93d4c3 ran · metamorphic tier: deterministic MIT (permissive)
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation 21 Mar 2025 MQinghe/SynFoC/code/sam_lora_image_encoder.py 4c4e198f8e3ad1a3 unverified Apache-2.0 (permissive)
SAM 2: Segment Anything in Images and Videos 1 Aug 2024 idea-research/grounded-sam-2/sam2/modeling/sam2_base.py 2ec3b3adb254bc95 ran · metamorphic tier: deterministic Apache-2.0 (permissive)
MAS-SAM: Segment Any Marine Animal with Aggregated Features 24 Apr 2024 Drchip61/MAS-SAM/MAS-SAM/sam_lora_image_encoder.py 7ee7d142292d4557 unverified no licence file found · pointer only
UV-SAM: Adapting Segment Anything Model for Urban Village Identification 16 Jan 2024 tsinghua-fib-lab/uv-sam/modules/sam/modeling/sam.py 38c2530704387ca2 ran · metamorphic tier: deterministic no licence file found · pointer only
Segment Anything in High Quality 2 Jun 2023 sqhuang0103/samreg/model/segment_anything/modeling/sam.py 34833c5f5b063e06 unverified no licence file found · pointer only
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition 8 Jan 2020 jinyangyuan/space/src/model/space/space.py 01c52fabe5c70752 ran · metamorphic tier: deterministic GPL-3.0 (copyleft) · pointer only
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition 8 Jan 2020 k4ntz/moc/src/model/space/space.py a289c9c0362a7ac0 ran fingerprinted GPL-3.0 (copyleft) · pointer only
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition 8 Jan 2020 zhixuan-lin/SPACE/src/model/space/space.py 0784c8ca6cc7bd1a 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