| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Bengali handwritten characters (test) | MHCAF-Net | Accuracy98.84 | 13 | 5d ago | |
| Bengali handwritten characters (train) | MHCAF-Net | Accuracy99.71 | 13 | 5d ago | |
| EMNIST 8 (test) | FedEM | Average Accuracy83.5 | 7 | 1mo ago | |
| FEMNIST 7 (test) | FedEM | Avg Accuracy79.9 | 7 | 1mo ago | |
| Chinese Radicals (test) | LRU | Test Accuracy93.37 | 5 | 1mo ago | |
| Digits (test) | LRU | Test Accuracy99.17 | 5 | 1mo ago | |
| BanglaLekha-Isolated Dataset 1 (test) | BornoViT | Accuracy95.77 | 4 | 1mo ago | |
| Primary (train) | Proposed (MHCAF-Net) | Accuracy99.71 | 2 | 5d ago | |
| Primary (val) | Proposed (MHCAF-Net) | Accuracy98.5 | 2 | 5d ago | |
| Primary (test) | Proposed (MHCAF-Net) | Accuracy98.84 | 2 | 5d ago | |
| Mixed (train) | Accuracy95.82 | 1 | 5d ago | ||
| Mixed (val) | Accuracy95.2 | 1 | 5d ago | ||
| Mixed (test) | Accuracy95.2 | 1 | 5d ago |
