PilotBench - Regression Score: leaderboard
Metric: Regression score (0-100): 0.6 x piecewise-linear MAE score plus 0.4 x RMSE score of the predicted flight state, on PilotBench (one-step trajectory and attitude prediction from 34-channel telemetry of 708 general-aviation trajectories in nine flight phases, fixed output schema, temperature 0); higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | QwQ-32B | 85.53 |
| 2 | Qwen 3 32B | 85.43 |
| 3 | O3 Mini | 84.24 |
| 4 | Doubao-1.5-Pro-32k | 83.53 |
| 5 | Qwen 2.5 72B Instruct | 83.2 |
| 6 | DeepSeek V3 | 83.19 |
| 7 | GPT-4o Mini | 82.99 |
| 8 | Qwen 2.5 32B Instruct | 79.01 |
| 9 | Qwen 2.5 14B Instruct | 76.31 |
| 10 | Qwen 2.5 VL 72B Instruct | 65.66 |
| 11 | Qwen 2.5 7B Instruct | 54.98 |
| 12 | DeepSeek R1 Distill Llama 70B | 52.77 |
| 13 | glm-4-9B | 50.75 |
| 14 | DeepSeek R1 Distill Qwen 32B | 38.24 |
| 15 | Qwen 3 14B | 19.84 |
Interactive version: theaggregate.ai/benchmark?slug=pilotbench-regression-score · How It Works · Data refreshed daily, snapshot 2026-10-07.