Benchmark Collapse in Text CAPTCHAs: Generator Heterogeneity, Cross-Generator Transfer, and Reliability-Aware Synthetic Evaluation

Lakshit Sachdeva, Anannya Samudra, Supriya Agrawal

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DOI: 10.21203/rs.3.rs-9558596/v1
Published: 2026-06-08
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Publisher: Springer Science and Business Media LLC
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Cite this work

BibTeX

@article{allodium:10.21203/rs.3.rs-9558596/v1,
  title = {Benchmark Collapse in Text CAPTCHAs: Generator Heterogeneity, Cross-Generator Transfer, and Reliability-Aware Synthetic Evaluation},
  author = {Lakshit Sachdeva and Anannya Samudra and Supriya Agrawal},
  year = {2026},
  doi = {10.21203/rs.3.rs-9558596/v1},
  url = {https://doi.org/10.21203/rs.3.rs-9558596/v1}
}

RIS

TY  - JOUR
TI  - Benchmark Collapse in Text CAPTCHAs: Generator Heterogeneity, Cross-Generator Transfer, and Reliability-Aware Synthetic Evaluation
AU  - Lakshit Sachdeva
AU  - Anannya Samudra
AU  - Supriya Agrawal
PY  - 2026
DO  - 10.21203/rs.3.rs-9558596/v1
UR  - https://doi.org/10.21203/rs.3.rs-9558596/v1
ER  -

APA

Sachdeva, L., Samudra, A., & Agrawal, S. (2026). Benchmark Collapse in Text CAPTCHAs: Generator Heterogeneity, Cross-Generator Transfer, and Reliability-Aware Synthetic Evaluation. https://doi.org/10.21203/rs.3.rs-9558596/v1

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crossref · retrieved 2026-09-25T09:13:42.648Z