Theory of Mind Modeling

Benchmarks archive 2025-07-28

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Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (8 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
  23 May 2025 1 repository listed
  As Large Language Models (LLMs) increasingly participate in human-AI interactions, evaluating their Theory of Mind (ToM) capabilities - particularly their ability to track dynamic mental states - becomes crucial.
• MMToM-QA: Multimodal Theory of Mind Question Answering
  16 Jan 2024 1 repository listed
  To engineer multimodal ToM capacity, we propose a novel method, BIP-ALM (Bayesian Inverse Planning Accelerated by Language Models).
• Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models
  30 Oct 2023 1 repository listed
  Such situated evaluation provides a more comprehensive assessment of mental states and potentially mitigates the risk of shortcuts and data leakage.
• Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind Approach
  26 Jun 2023 1 repository listed
  Observing teams' first 25% of messages explains about 8% of the variation in final team performance, a 170% improvement compared to the current state of the art.
• Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue
  18 May 2023 1 repository listed
  To complete these tasks, agents need to engage in situated communication with their partners and coordinate their partial plans towards a complete plan to achieve a joint task goal.
• MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks
  13 Sep 2021 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  An ideal integration of autonomous agents in a human world implies that they are able to collaborate on human terms.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.