Theory-of-Mind Reasoning on apartment seen
87Belief Inference Accuracy8B ↬ 405B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 8B ↬ 405BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 87 | 77 | 81.3 | |
| 8B ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 85.6 | 74.6 | 79.3 | |
| 70B-post-trainedSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=direct post-training2025.06 | 85 | 62 | 71.8 | |
| 4B-depth ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 84.6 | 73.6 | 78.3 | |
| 4B-wide ↬ 70BSolution Type=Ours, Backbone=Llama3.1, Scaling Setting=weak-to-strong control2025.06 | 83.6 | 74.6 | 78.5 | |
| 70B-zero-shotSolution Type=Raw, Backbone=Llama3.1, Scaling Setting=zero-shot2025.06 | 80.3 | 56.3 | 66.6 |