Linear Regression In-context Learning on Garg Linear Regression d=30
0.807R^2DendriCL
Evaluation Results
| Method | Links | |
|---|---|---|
| DendriCLTraining Steps=50k2026.07 | 0.807 | |
| DendriCL2026.07 | 0.774 | |
| SpikformerTraining Steps=50k2026.07 | 0.636 | |
| Spikformer2026.07 | 0.424 | |
| Pure LIFTraining Steps=50k2026.07 | 0.394 | |
| TransformerTraining Steps=50k2026.07 | 0.386 | |
| Linear Tx2026.07 | 0.173 | |
| Active Dendrites2026.07 | 0.027 | |
| Transformer2026.07 | 0.023 | |
| GRU2026.07 | 0.017 | |
| Pure LIF2026.07 | 0.007 | |
| LSNN2026.07 | 0.006 | |
| LTC2026.07 | 0.006 |