| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Output Length Prediction | ForeLen LongSeq | MAE78.83 | 48 | |
| Output Length Prediction | ForeLen RL | MAE95.24 | 32 | |
| Output Length Prediction | ForeLen Reasoning | MAE111.23 | 32 | |
| Length Prediction | ForeLen Avg. 1.0 (test) | MAE122.49 | 16 | |
| Length Prediction | ForeLen RL 1.0 (test) | MAE88.52 | 16 | |
| Length Prediction | ForeLen Reasoning 1.0 (test) | MAE138.01 | 16 |