Visual Hallucination Evaluation on AMBER Discriminative (Acc, Prec, Rec, F1) benchmark leaderboard · SOTA2 Research

Visual Hallucination Evaluation on AMBER Discriminative (Acc, Prec, Rec, F1)

89AccuracyHeRA

Evaluation Results

Method	Links
HeRA2026.06		89	92.4	90.9	91.6
HeRA2026.06		89	90.4	93.4	91.9
HeRA2026.06		88.9	90.7	92.7	91.7
Qwen3-14B2026.06		88.8	91.6	91.5	91.5
HeRA2026.06		87.7	89.1	92.8	90.9
Qwen2.5-7B2026.06		87.6	89.6	91.9	90.7
Qwen3-8B2026.06		87.3	90.3	90.6	90.4
Qwen3-4B2026.06		86.5	89.9	89.6	89.7
HeRA2026.06		86.5	90.1	89.4	89.7
Qwen2.5-14B2026.06		86.2	87.9	91.8	89.8
HeRA2026.06		85.9	90.8	87.7	89.2
LLama3-8B2026.06		85.9	89.2	89.6	89.4
HeRA2026.06		85.9	88.3	90.8	89.5
HeRA2026.06		85.7	91.7	86.2	88.9
HeRA2026.06		85.6	86.5	92.8	89.5
Vicuna-13B2026.06		84.8	93.9	82.4	87.8
Vicuna-7B2026.06		84.2	90	85.8	87.8
Qwen2.5-3B2026.06		83.6	83.9	93.2	88.3