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Grounded Visual Reasoning on NiEH single-evidence modified

56.34Exact MatchLong Grounded Thoughts
38.410443.065247.7252.3748Nov 7, 2025

Evaluation results

MethodLinks
Long Grounded Thoughtstraining_mode=SFT + DPO, base_model=Qwen2.5-VL-7B-Instruct2025.1156.34
LPTbase_model=Qwen2.5-VL-7B-Instruct2025.1151.95
Long Grounded Thoughtstraining_mode=SFT Only, base_model=Qwen2.5-VL-7B-Instruct2025.1148.24
Qwen2.5-VL-7B-Instruct2025.1147.55
VLAA-thinkingbase_model=Qwen2.5-VL-7B-Instruct2025.1146.75
Long Grounded Thoughtstraining_mode=SFT + GRPO, base_model=Qwen2.5-VL-7B-Instruct2025.1139.1