Theory-of-Mind Reasoning on medieval castle
85.6Belief Inference Accuracy8B ↬ 405B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 8B ↬ 405BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 85.6 | 75.2 | 79.7 | |
| 4B-wide ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 84.6 | 73 | 78 | |
| 8B ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 83.6 | 75 | 78.7 | |
| 4B-depth ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 83.3 | 64 | 72.2 | |
| 70B-zero-shotSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=zero-shot2025.06 | 82.6 | 57.6 | 68.3 | |
| 70B-post-trainedSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=direct post-training2025.06 | 81 | 65 | 71.8 |