Handwritten Character Recognition on Bengali handwritten characters (test) benchmark leaderboard · SOTA2 Research

Handwritten Character Recognition on Bengali handwritten characters (test)

98.84AccuracyMHCAF-Net

Evaluation Results

Method
MHCAF-Net2026.04	98.84	1.16	98.87	98.84	98.84	98.83	98.83	99.98
ViT + EfficientNet + CBAM2026.04	98.35	1.65	98.37	98.35	98.35	98.32	98.32	99.98
EfficientNet + CBAM2026.04	98.18	1.82	98.19	98.18	98.18	98.15	98.15	99.98
EfficientNet + CBAM + Conformer2026.04	98.18	1.82	98.19	98.18	98.18	98.15	98.15	99.98
ViT + Conformer2026.04	98.09	1.91	98.11	98.09	98.09	98.06	98.06	99.98
ViT + EfficientNet2026.04	98.04	1.96	98.06	98.04	98.04	98.01	98.01	99.98
EfficientNet + Conformer2026.04	97.95	2.05	97.97	97.95	97.95	97.92	97.92	99.98
ConvNeXt-Small2026.04	97.15	2.85	97.17	97.15	97.15	97.11	97.11	99.98
ViT2026.04	97.12	2.88	97.11	97.12	97.11	97.08	97.08	99.98
Xception2026.04	96.8	3.2	96.81	96.8	96.8	96.76	96.76	99.97
EfficientNet2026.04	96.69	3.31	96.7	96.69	96.7	96.64	96.64	99.97
Conformer2026.04	96.36	3.64	96.35	96.36	96.35	96.31	96.31	99.98
MobileNetV22026.04	96.02	3.98	96.04	96.02	96.02	95.98	95.98	99.96