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Code Replicability in Computer Graphics

Authors :
Nicolas Mellado
Nicolas Bonneel
Julie Digne
David Coeurjolly
Origami (Origami)
Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS)
Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-École Centrale de Lyon (ECL)
Université de Lyon-Université Lumière - Lyon 2 (UL2)-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Université Lumière - Lyon 2 (UL2)
Centre National de la Recherche Scientifique (CNRS)
Structural Models and Tools in Computer Graphics (IRIT-STORM)
Institut de recherche en informatique de Toulouse (IRIT)
Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées
ANR-16-CE23-0009,ROOT,Régression par Transport Optimal en Informatique Graphique et Vision par Ordinateur(2016)
ANR-16-CE33-0026,CaLiTrOp,Analyse des opérateurs de transport lumineux pour l'image de synthèse.(2016)
ANR-15-CE40-0006,CoMeDiC,Métriques convergentes pour le calcul digital(2015)
ANR-16-CE38-0009,e-ROMA,Restauration expressive, par sculpture et animation, de l'héritage statuaire Gallo-­Romain(2016)
Source :
ACM Transactions on Graphics, ACM Transactions on Graphics, Association for Computing Machinery, 2020, 39 (4), ⟨10.1145/3386569.3392413⟩
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

Being able to duplicate published research results is an important process of conducting research whether to build upon these findings or to compare with them. This process is called "replicability" when using the original authors' artifacts (e.g., code), or "reproducibility" otherwise (e.g., re-implementing algorithms). Reproducibility and replicability of research results have gained a lot of interest recently with assessment studies being led in various fields, and they are often seen as a trigger for better result diffusion and transparency. In this work, we assess replicability in Computer Graphics, by evaluating whether the code is available and whether it works properly. As a proxy for this field we compiled, ran and analyzed 151 codes out of 374 papers from 2014, 2016 and 2018 SIGGRAPH conferences. This analysis shows a clear increase in the number of papers with available and operational research codes with a dependency on the subfields, and indicates a correlation between code replicability and citation count. We further provide an interactive tool to explore our results and evaluation data.<br />8 pages. ACM Trans. on Graphics (Proceedings of SIGGRAPH 2020)

Details

Language :
English
ISSN :
07300301 and 15577368
Database :
OpenAIRE
Journal :
ACM Transactions on Graphics, ACM Transactions on Graphics, Association for Computing Machinery, 2020, 39 (4), ⟨10.1145/3386569.3392413⟩
Accession number :
edsair.doi.dedup.....bea05e63ea159c98b4ccab92184d75ae