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ResearchFormerly WizWand

Theory of Mind reasoning on OpenToM narrative

100Location Accuracy (Cg, First)SFT

Evaluation results

Method	Links
SFT2026.06		100	81	92	56	88	76	49	93.33	71	77.43	—
Thinking RFT2026.06		99	88	94	67	91	85	57	94.67	80	83	5.57
SFT2026.06		99	85	96	68	90	79	65	95	77.33	83.14	—
Thinking RFT2026.06		98	91	97	85	90	87	76	95	87.67	89.14	6
No-Thinking RFT2026.06		97	84	93	71	88	82	36	92.67	79	78.71	4.43
No-Thinking RFT2026.06		81	50	81	63	56	55	35	72.67	56	60.14	17.29
AutoToM2026.06		57	64	60	48	66	60	43	61	57.33	56.86	26.28
Zero-shot2026.06		51	50	28	15	53	48	39	44	37.67	40.57	36.86
SimToM2026.06		50	53	44	44	70	40	47	54.67	45.67	49.71	33.43
Zero-shot2026.06		49	51	48	33	55	53	36	50.67	45.67	46.43	36.71