Handwritten Character Recognition on Bengali handwritten characters (test)
98.84AccuracyMHCAF-Net
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| 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 |