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dice_score

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

dice_score appears in the code Syntology harvested for 10 papers, as 10 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 7 of the papers; 6 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 dice_score 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 7 of the 10 distinct code bodies named dice_score; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
3unverified
6fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 10 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

10 papers shown of 10, newest first; 10 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
Opportunistic Promptable Segmentation: Leveraging Routine Radiological Annotations to Guide 3D CT Lesion Segmentation added by Syntology 2026-02 (from id) samdchurch/SAM2CT/volume_inference.py bf68471c8c57b2ae unverified no licence file found · pointer only
Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis 4 Nov 2024 neel-dey/anatomix/anatomix/registration/registration_infrastructure/metrics.py 18f1c960100cfa68 unverified MIT (permissive)
Deep Learning in Medical Image Registration: Magic or Mirage? 11 Aug 2024 rohitrango/Magic-or-Mirage/fireants_oasis.py 67402de4581684c6 ran fingerprinted no licence file found · pointer only
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM 26 Feb 2024 importzl/blo-sam/cal_dice.py 5b1f6d6ac23c60e7 ran no licence file found · pointer only
SegVol: Universal and Interactive Volumetric Medical Image Segmentation 22 Nov 2023 BAAI-DCAI/SegVol/inference_demo.py 3d04f3558b5dfd24 ran fingerprinted MIT (permissive)
UniverSeg: Universal Medical Image Segmentation 12 Apr 2023 deel-ai-papers/consema/src/benchmarkerie/models.py da563328802c0ab5 ran · honoured contract fingerprinted licence not identified · pointer only
Sparse Instance Activation for Real-Time Instance Segmentation 24 Mar 2022 hustvl/sparseinst/sparseinst/loss.py a08c2d41f637733e unverified MIT (permissive)
Diffusion Models for Implicit Image Segmentation Ensembles 6 Dec 2021 juliawolleb/diffusion-based-segmentation/scripts/segmentation_sample.py 42c9692e3f59033f ran · honoured contract fingerprinted MIT (permissive)
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation 8 Feb 2021 ljollans/trunet/TRUNet_network/trunet_train.py 991bd6a9b4b39241 ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets 20 Nov 2020 jianpengz/DoDNet/a_DynConv/evaluate.py ebe13bcb455634e3 ran · violated contract fingerprinted GPL-3.0 (copyleft) · 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