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Theory-of-Mind Reasoning on FANToM (400-question stratified split)
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67.5
BeliefQA Accuracy
Literal
66.148
66.499
66.85
67.201
Jun 4, 2026
BeliefQA Accuracy
Answering (Binary) Accuracy
Answering (List) Accuracy
Information (Binary) Accuracy
Information (List) Accuracy
Overall Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
BeliefQA Accuracy
Answering (Binary) Accuracy
Answering (List) Accuracy
Information (Binary) Accuracy
Information (List) Accuracy
Overall Accuracy
Literal
Condition=single-call,...
2026.06
67.5
72.5
37.5
88.7
42.5
61.7
NoIntent
Condition=ReAct-style...
2026.06
66.2
52.5
36.2
86.3
56.2
59.5
AURA (Intent)
Condition=full AURA pi...
2026.06
66.2
52.5
41.2
87.5
62.5
62
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