Leaf Disease Classification on PlantVillage Dataset (test) benchmark leaderboard · SOTA2 Research

Leaf Disease Classification on PlantVillage Dataset (test)

0.9872AccuracyCBAM-VGG16

Evaluation Results

Method	Links
CBAM-VGG162025.12		0.9872	0.03	0.9872	0.9872	0.9872	0.9995	0.99
Thakur et al. [27]2025.12		0.9846	0.04	0.9852	0.9846	0.9846	0.9991	0.98
Thakur et al. [28]2025.12		0.9829	0.06	0.983	0.9829	0.9829	0.9995	0.98
Shafik et al.2025.12		0.978	—	0.977	0.968	0.944	—	—
Yang et al.2025.12		0.9769	0.09	0.9783	0.9769	0.9771	0.9982	0.98
Chen et al. [25]2025.12		0.9727	0.12	0.9729	0.9727	0.9727	0.9963	0.97
Chen et al. [23]2025.12		0.9668	0.17	0.9749	0.9583	0.9664	0.9926	0.97
Karthik et al.2025.12		0.9583	0.16	0.962	0.956	0.9589	0.997	0.96
Li et al.2025.12		0.8651	0.46	0.8885	0.8508	0.8692	0.994	0.85
Chen et al. [9]2025.12		0.7463	1.07	0.8092	0.6964	0.7403	0.9818	0.74