Scaling vision models does not consistently improve localisation-based explanation quality

Mateusz Cedro, Marcin Chlebus

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DOI: 10.1038/s41598-026-68191-5
Published: 2026-09-14
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-68191-5,
  title = {Scaling vision models does not consistently improve localisation-based explanation quality},
  author = {Mateusz Cedro and Marcin Chlebus},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-68191-5},
  url = {https://doi.org/10.1038/s41598-026-68191-5}
}

RIS

TY  - JOUR
TI  - Scaling vision models does not consistently improve localisation-based explanation quality
AU  - Mateusz Cedro
AU  - Marcin Chlebus
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-68191-5
UR  - https://doi.org/10.1038/s41598-026-68191-5
ER  -

APA

Cedro, M., & Chlebus, M. (2026). Scaling vision models does not consistently improve localisation-based explanation quality. Scientific Reports. https://doi.org/10.1038/s41598-026-68191-5

Source records

crossref · retrieved 2026-09-26T07:38:36.362Z