Claim · model-written summary
The model generalized using 700 Cichorium endivia volumes and latent dimensionality 256.
- Taxon
- Cichorium endivia
Cichorium endiviae0 - Outcome
- sufficient generalisatione0
- Value
- 700 (64×64×64)e0
- Qualifier
- 256e0
Verbatim
e0“Our models reached sufficient generalisation with a data size of 800 volumes (64×64×64) for Beta vulgaris and 700 (64×64×64) for Cichorium endivia, using latent space dimensionality of 512 and 256, respectively”
Title
Sherif Hamdy; Ludivine Soubigou-Taconnat; Philippe Pannetier; et al. Seed Science and Technology 2026. doi:10.15258/sst.2026.54.2.04
Other claims from this paper (5)
- Method / resource The model generalized using 800 Beta vulgaris volumes and latent dimensionality 512.
- Method / resource Detection balanced accuracy was 98.45 ± 0.95% for Beta vulgaris across 1–50% contamination.
- Method / resource Detection balanced accuracy was 97.47 ± 0.95% for Cichorium endivia across 1–50% contamination.
- Method / resource Models had zero false negatives.
- Method / resource Models had a false alert range of 3.10% to 5.06%.
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