Theory-of-Mind Reasoning on outer space
87.2Belief Inference Accuracy8B ↬ 405B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 8B ↬ 405BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 87.2 | 75.5 | 80.5 | |
| 70B-zero-shotSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=zero-shot2025.06 | 84 | 58 | 69.1 | |
| 8B ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 84 | 75 | 78.8 | |
| 70B-post-trainedSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=direct post-training2025.06 | 83 | 66 | 73.2 | |
| 4B-wide ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 82.6 | 75.3 | 78.4 | |
| 4B-depth ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 81.6 | 71 | 75.5 |