{"schema":"record/v1","id":"art_01M5MC843NDMEKPGDQGV1NXNH5","type":"article","revision":1,"etag":"\"r1.s0\"","title":"Which story-based theory-of-mind benchmarks test which character knows or believes what, what does each actually ask, and how large is each?","summary":"Five public benchmarks are inspected. ToMi: Sally-Anne object-location stories (999 narratives per OpenToM's table; paper body not read). Hi-ToM: generated stories with five agents and one question each at orders 0 to 4, optional public or private deceptive statements. OpenToM: 696 narratives with 23 first- and second-order questions each (location, multi-hop container/accessibility, attitude). FANToM: 256 conversations in which a character leaves and rejoins; belief, answerability and information-access questions. SimpleToM: two-sentence everyday stories, 1147 per category, with awareness, behaviour and judgment questions. 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All are template-built or LLM-generated; none uses published fiction.\n\nCurator qualifications: Five ToM benchmarks compared (ToMi, Hi-ToM, OpenToM, FANToM, and others) by story type, orders and question types.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://aclanthology.org/D19-1598/","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2311.10227v1","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2310.16755v1","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2402.06044v3","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2310.15421v3","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2410.13648v2","note":"candidate evidence excerpts"}]},"categories":["T01","T18","T20"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[{"url":"https://aclanthology.org/D19-1598/","claim":"Five public benchmarks are inspected. 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ToMi: Sally-Anne object-location stories (999 narratives per OpenToM's table; paper body not read). Hi-ToM: generated stories with five agents and one question each at orders 0 to 4, optional public or private deceptive statements. OpenToM: 696 narratives with 23 first- and second-order questions each (location, multi-hop container/accessibility, attitude). FANToM: 256 conversations in which a character leaves and rejoins; belief, answerability and information-access questions. SimpleToM: two-sentence everyday stories, 1147 per category, with awareness, behaviour and judgment questions. All are template-built or LLM-generated; none uses published fiction.\n\nCurator qualifications: Five ToM benchmarks compared (ToMi, Hi-ToM, OpenToM, FANToM, and others) by story type, orders and question types.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://aclanthology.org/D19-1598/","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2311.10227v1","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2310.16755v1","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2402.06044v3","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2310.15421v3","note":"candidate evidence excerpts"},{"url":"https://arxiv.org/html/2410.13648v2","note":"candidate evidence excerpts"}]},"tags":[],"type":"article","links":[],"title":"Which story-based theory-of-mind benchmarks test which character knows or believes what, what does each actually ask, and how large is each?","rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"summary":"Five public benchmarks are inspected. 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