| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Mathematical Reasoning | Countdown | Accuracy85 | 252 | |
| Planning | Countdown | Accuracy87.5 | 101 | |
| Mathematical Reasoning | Countdown (test) | Accuracy85 | 84 | |
| Reasoning | Countdown | Accuracy83.2 | 49 | |
| Constraint Satisfaction Reasoning | Countdown | Pass@172.7 | 34 | |
| Logical Reasoning | Countdown | Accuracy63.2 | 31 | |
| Arithmetic Planning | Countdown | Accuracy65.6 | 28 | |
| Planning | Countdown | Accuracy85.6 | 27 | |
| Arithmetic Reasoning | Countdown | Accuracy63.1 | 25 | |
| Countdown | Countdown 5 | RTR (%)56.4 | 24 | |
| Logical planning | Countdown (test) | Accuracy84.8 | 24 | |
| Symbolic Reasoning | Countdown | Accuracy49.61 | 24 | |
| Countdown | Countdown 4 | RTR (%)86.2 | 20 | |
| Countdown | Countdown 3 | RTR (%)98.4 | 15 | |
| Arithmetic Reasoning | Countdown 512 tokens | Pass@162.1 | 15 | |
| Arithmetic Reasoning | Countdown 256 tokens | Pass@171.1 | 15 | |
| Planning and Reasoning | Countdown | Accuracy81.6 | 14 | |
| Planning | Countdown (held-out) | Pass@187.96 | 14 | |
| Logical Reasoning | Countdown CD34 | Avg@1678.2 | 14 | |
| Logical Reasoning | Countdown CD4 | Avg@1659.4 | 14 | |
| Arithmetic Reasoning | Countdown (val) | Validation Reward (mean@4)76.27 | 13 | |
| Numerical Reasoning | Countdown-4 | CD498.9 | 13 | |
| Mathematical Reasoning | Countdown | Accuracy (L=128)54.3 | 13 | |
| Reasoning | COUNTDOWN (test) | Accuracy66.02 | 13 | |
| Countdown | Countdown 3 (test) | Reward95 | 12 |