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point_sample

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

point_sample appears in the code Syntology harvested for 12 papers, as 8 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 8 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 point_sample 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 4 of the 8 distinct code bodies named point_sample; 4 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
2ran · fixture could not drive it
2ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 13 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

12 papers shown of 12, newest first; 13 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; 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
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models 11 Apr 2024 identical code first harvested elsewhere 55e4e4a151814912 ran · fixture could not drive it licence of this copy not recorded
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision 14 Feb 2024 derrickwang005/uni-ovseg.pytorch/lib/utils/misc.py b99a89a4da0d0106 unverified no licence file found · pointer only
PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation 23 Jan 2024 xzz2/pa-sam/utils/losses.py 965de439489202e7 ran no licence file found · pointer only
PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation 23 Jan 2024 xzz2/pa-sam/utils/function.py ab9b6bc249e53154 unverified no licence file found · pointer only
Supervised Fine-tuning in turn Improves Visual Foundation Models 18 Jan 2024 tencentarc/visft/mmf/models/visft/point_sampler.py 90469906eb7f6e8f unverified Apache-2.0 (permissive)
General Object Foundation Model for Images and Videos at Scale 14 Dec 2023 FoundationVision/GLEE/projects/GLEE/glee/modules/point_features.py 39e4af93b70bcddf ran MIT (permissive)
SEGIC: Unleashing the Emergent Correspondence for In-Context Segmentation 24 Nov 2023 menglcool/segic/utils/loss_mask.py 965de439489202e7 ran MIT (permissive)
Ferret: Refer and Ground Anything Anywhere at Any Granularity 11 Oct 2023 apple/ml-ferret/ferret/model/ferret_arch.py 55e4e4a151814912 ran · fixture could not drive it licence not identified · pointer only
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models 15 Jun 2023 IDEA-Research/OpenSeeD/openseed/modules/point_features.py 39e4af93b70bcddf ran Apache-2.0 (permissive)
TarViS: A Unified Approach for Target-based Video Segmentation 6 Jan 2023 Ali2500/TarViS/tarvis/modelling/point_sampling_utils.py 35425cfa0d3f34a7 unverified MIT (permissive)
Enhanced Boundary Learning for Glass-like Object Segmentation 29 Mar 2021 hehao13/EBLNet/network/nn/contour_point_gcn.py 43876e037ee3f9df ran · fixture could not drive it no licence file found · pointer only
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation 11 Mar 2021 lxtGH/PFSegNets/network/nn/point_flow.py b99a89a4da0d0106 unverified no licence file found · pointer only
arXiv:05519 MengLcool/SEGIC/utils/loss_mask.py 965de439489202e7 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