| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Modular Addition | Modular Addition (test) | Accuracy (τ=0.1)100 | 64 | |
| Modular Addition | Modular Addition Token Embedding | Match Accuracy99.4 | 36 | |
| Modular Addition | Modular Addition Angular Embedding (test) | Match Accuracy0.999 | 36 | |
| Grokking Synchronization Analysis | Modular Addition (train test) | Grok5,000 | 9 | |
| Grokking Generalization | Modular Addition (train/test) | Grokked Count14 | 8 | |
| Modular Addition | Modular Addition f_train=0.5 P=97 | Grokking Onset (epochs)2,460 | 4 |