# Theory of Mind Status Prediction on MindCraft 1.0 (test) Source: [Theory of Mind Status Prediction on MindCraft 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:43:20.087Z Evaluation of model performance on Theory of Mind Status Prediction using the test split of the MindCraft 1.0 dataset, typically measured by F1 score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Theory of Mind Status Prediction | | Dataset (including any stated split) | MindCraft 1.0 (test) | | Metric | F1 Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [F1 Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | Human | 0.67 | Not recorded | 68fa73691e209131cea5c4e4 | | Ours | 0.599 | Not recorded | 68fa73691e209131cea5c4e4 | | Ours | 0.596 | Not recorded | 68fa73691e209131cea5c4e4 | | Bara et al. (2023) | 0.593 | Not recorded | 68fa73691e209131cea5c4e4 | | Bara et al. (2023) | 0.593 | Not recorded | 68fa73691e209131cea5c4e4 | | Ours | 0.591 | Not recorded | 68fa73691e209131cea5c4e4 | | Ours | 0.589 | Not recorded | 68fa73691e209131cea5c4e4 | | Bara et al. (2023) | 0.56 | Not recorded | 68fa73691e209131cea5c4e4 | | Bara et al. (2023) | 0.546 | Not recorded | 68fa73691e209131cea5c4e4 | ### Human F1 Score: 0.67. Result ID: 6992c8b43a6c314849117c24. [Reporting paper]() Recorded evaluation configuration: {"Modalities":"All"}. This record does not assert independent reproduction. ### Ours F1 Score: 0.599. Result ID: 6992c8b43a6c314849117c20. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modalities":"M"}. This record does not assert independent reproduction. ### Ours F1 Score: 0.596. Result ID: 6992c8b43a6c314849117c23. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modalities":"V+M"}. This record does not assert independent reproduction. ### Bara et al. (2023) F1 Score: 0.593. Result ID: 6992c8b43a6c314849117c1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modalities":"D+V+M"}. This record does not assert independent reproduction. ### Bara et al. (2023) F1 Score: 0.593. Result ID: 6992c8b43a6c314849117c1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modalities":"V+M"}. This record does not assert independent reproduction. ### Ours F1 Score: 0.591. Result ID: 6992c8b43a6c314849117c21. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modalities":"D+M"}. This record does not assert independent reproduction. ### Ours F1 Score: 0.589. Result ID: 6992c8b43a6c314849117c22. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modalities":"D+V+M"}. This record does not assert independent reproduction. ### Bara et al. (2023) F1 Score: 0.56. Result ID: 6992c8b43a6c314849117c1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modalities":"M"}. This record does not assert independent reproduction. ### Bara et al. (2023) F1 Score: 0.546. Result ID: 6992c8b43a6c314849117c1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modalities":"D+M"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.