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Vision-centric Reasoning on RealWorldQA

73.3Accuracy

SAP

Updated 4d ago

Evaluation Results

Method	Links
SAP 2026.02		73.3
Qwen3-VL-8B-Thinking 2026.02		72.8
MiMo-VL-7B-RL 2025.11		72.68
MiMo-VL-7B-SFT 2025.11		71.9
Qwen3-VL-8B-Instruct 2026.02		70.3
Long Grounded Thoughts (SFT + GRPO) 2025.11		69.02
Long Grounded Thoughts (Multistage SFT + DPO) 2025.11		68.76
Grok-1.5V 2026.02		68.7
Qwen2.5-VL-7B-Instruct 2025.11		67.84
Gemini-1.5 2026.02		67.5
Qwen2.5-VL-7B-Instruct + LongPerceptualThoughts 2025.11		67.45
Qwen2.5-VL-7B-Instruct + VLAA-Thinker 2025.11		66.93
Long Grounded Thoughts (SFT + DPO) 2025.11		66.14
Long Grounded Thoughts (SFT) 2025.11		65.49
Qwen2.5-VL-7B-Instruct + Revisual-R1-final 2025.11		62.48
GPT-4V 2026.02		61.4
Claude-3-Sonnet 2026.02		51.9
Claude-3-Opus 2026.02		49.8