Metric: Trainable Parameters (higher is better)
| # | Model↕ | Trainable Parameters▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | R-ExplaiNet-26 | 892362 | No | Learning local discrete features in explainable-... | 2024-10-31 | Code |
| 2 | CTM-8000 (Convolutional Tsetlin Machine) | 527250 | No | The Convolutional Tsetlin Machine | 2019-05-23 | Code |
| 3 | Convolutional PMM (Parametric Matrix Model) | 278280 | No | Parametric Matrix Models | 2024-01-22 | - |
| 4 | SpeedyLiteVision Network | 35978 | No | - | - | - |
| 5 | CTM-250 (Convolutional Tsetlin Machine) | 31750 | No | The Convolutional Tsetlin Machine | 2019-05-23 | Code |
| 6 | PMM (Parametric Matrix Model) | 16744 | No | Parametric Matrix Models | 2024-01-22 | - |
| 7 | Continued fraction of straight lines | 7870 | No | Real-valued continued fraction of straight lines | 2024-12-16 | Code |