Image Classification on MNIST Rotated
98.03Accuracy (%)G-CSA
Evaluation Results
| Method | Links | |
|---|---|---|
| G-CSAModel Config=p8-CSA2026.06 | 98.03 | |
| G-SAModel Config=p8-SA2026.06 | 97.9 | |
| G-CSAModel Config=p4-CSA, Params=44.28K2026.06 | 97.48 | |
| G-SAModel Config=p4-SA, Params=44.67K2026.06 | 97.3 | |
| G-SAModel Config=Z2-SA2026.06 | 96.37 | |
| G-CSAModel Config=Z2-CSA2026.06 | 95.97 | |
| baselineNetwork Depth=2L, Model Scale=large, Params=54.9k2026.04 | 75.2 | |
| NORACLNetwork Depth=2L, Params=42.9k ± 2.72026.04 | 74.9 | |
| baselineNetwork Depth=1L, Model Scale=large, Params=50.8k2026.04 | 73.6 | |
| NORACLNetwork Depth=1L, Params=42.2k ± 2.12026.04 | 72.6 | |
| baselineNetwork Depth=1L, Model Scale=medium, Params=25.4k2026.04 | 63.7 | |
| baselineNetwork Depth=2L, Model Scale=medium, Params=26.4k2026.04 | 63.3 | |
| baselineNetwork Depth=1L, Model Scale=small, Params=12.7k2026.04 | 56.3 | |
| baselineNetwork Depth=2L, Model Scale=small, Params=12.9k2026.04 | 56.1 |