jubench-mmoclip
JUPITER Benchmark Suite: MMoCLIP Benchmark
Science Score: 62.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: zenodo.org -
○Academic email domains
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✓Institutional organization owner
Organization fzj-jsc has institutional domain (www.fz-juelich.de) -
○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.9%) to scientific vocabulary
Repository
JUPITER Benchmark Suite: MMoCLIP Benchmark
Basic Info
- Host: GitHub
- Owner: FZJ-JSC
- License: mit
- Language: Shell
- Default Branch: main
- Size: 6.84 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 2
Metadata Files
README.md
JUPITER Benchmark Suite: MMoCLIP
-10.5281%2Fzenodo.12737073-blue){kind=icon}
This benchmark is part of the JUPITER Benchmark Suite. See the repository of the suite for some general remarks.
This repository contains the MMoCLIP benchmark. DESCRIPTION.md contains details for compilation, execution, and evaluation. MMoCLIP runs OpenCLIP, an open source implementation of CLIP, which is a multi-modal contrastive model that can learn image and text representations from a dataset of image-text pairs.
The source code of OpenCLIP is included in the ./src/ subdirectory as a submodule from the upstream OpenCLIP repository at github.com/mlfoundations/open_clip.
Owner
- Name: Jülich Supercomputing Centre
- Login: FZJ-JSC
- Kind: organization
- Location: Germany
- Website: https://www.fz-juelich.de/en/ias/jsc
- Twitter: fzj_jsc
- Repositories: 29
- Profile: https://github.com/FZJ-JSC
Jülich Supercomputing Centre provides HPC resources and expertise. Part of Forschungszentrum Jülich.
Citation (CITATION.cff)
cff-version: 1.2.0
title: "JUPITER Benchmark Suite: MMoCLIP"
message: >-
In addition to citing this benchmark repository, please also cite either the JUPITER Benchmark Suite or the accompanying SC24 paper
authors:
- given-names: Mehdi
family-names: Cherti
affiliation: Forschungszentrum Jülich, Jülich Supercomputing Centre
orcid: 'https://orcid.org/0000-0001-5865-0469'
- given-names: Sebastian
family-names: Achilles
affiliation: Forschungszentrum Jülich, Jülich Supercomputing Centre
orcid: 'https://orcid.org/0000-0002-1943-6803'
- given-names: Andreas
family-names: Herten
affiliation: Forschungszentrum Jülich, Jülich Supercomputing Centre
orcid: 'https://orcid.org/0000-0002-7150-2505'
- given-names: Chelsea
family-names: John
affiliation: Forschungszentrum Jülich, Jülich Supercomputing Centre
orcid: 'https://orcid.org/0000-0003-3777-7393'
- given-names: Jayesh
family-names: Badwaik
affiliation: Forschungszentrum Jülich, Jülich Supercomputing Centre
orcid: 'https://orcid.org/0000-0002-5252-8179'
abstract: "The MMoCLIP benchmark of the JUPITER Benchmark Suite"
identifiers:
- type: doi
value: 10.5281/zenodo.12788226
description: Version-agnostic Zenodo Identifier
repository-code: 'https://github.com/FZJ-JSC/jubench-mmoclip/'
license: MIT
date-released: '2024-07-13'
references:
- title: "JUPITER Benchmark Suite"
type: software
doi: 10.5281/zenodo.12737073