Claim · model-written summary
Masking only the top 5% of critical activation regions reduced classification confidence by an average of 70.61%, indicating the model relies on lesion features rather than background.
- Taxon
- teat0
- Treatment
- masking only the top 5% of critical activation regionse0
- Outcome
- classification confidencee0
- Direction
- reductione0
- Value
- 70.61%e0
Not reportedMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleComparatorSettingQualifier
Verbatim
t0“tea leaf phytopathogen diagnosis”
e0“systematically masking only the top 5% of critical activation regions led to an average reduction of 70.61% in classification confidence”
Title
Bridging CNNs and vision transformers for efficient tea leaf phytopathogen diagnosis: GL-MobFormer
Yuntong Yang; Xiaosong Li; Qinzi Li; et al. Frontiers in Plant Science 2026. doi:10.3389/fpls.2026.1814962