Token-level hallucination detection on HalLoc VQA benchmark leaderboard · SOTA2 Research

Token-level hallucination detection on HalLoc VQA

61Object PrecisionHalLocalizer

Evaluation Results

Method	Links
HalLocalizer2025.06		61	87	71	91	96	94	60	86	71	94	93	93
HalLocalizer2025.06		59	82	69	71	83	77	48	77	60	78	84	81
HalLocalizer2025.06		57	87	69	87	95	90	54	83	66	94	85	89
HalLocalizer2025.06		54	87	67	83	91	87	53	82	64	86	75	80
HalLocalizer2025.06		54	74	62	63	78	69	42	83	56	90	80	84
Always 12025.06		28	100	44	28	100	44	28	100	44	6	100	12
CHAIR2025.06		27	15	19	—	—	—	—	—	—	—	—	—