A frozen PlantCLEF-2024 ViT, combined with 4x4 tiling, geolocation filtering, and test-set-derived cluster priors, achieves macro-F1 0.348 on PlantCLEF 2025, second place.
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Tile-Based ViT Inference with Visual-Cluster Priors for Zero-Shot Multi-Species Plant Identification
A frozen PlantCLEF-2024 ViT, combined with 4x4 tiling, geolocation filtering, and test-set-derived cluster priors, achieves macro-F1 0.348 on PlantCLEF 2025, second place.