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Visual Reasoning on MME-RW Chinese

77.7AccuracyS1-VL-32B-RL
53.748859.966966.18572.4031Apr 23, 2026

Evaluation results

MethodLinks
S1-VL-32B-RLCategory=Thinking-with-Images Specialist Models, Parameters=32B, Training Stage=RL2026.0477.7
S1-VL-32B-SFTCategory=Thinking-with-Images Specialist Models, Parameters=32B, Training Stage=SFT2026.0472
Skywork-R1V4-30BCategory=Thinking-with-Images Specialist Models, Parameters=30B2026.0470.8
Gemini 2.5 ProCategory=Proprietary Models2026.0469.3
Qwen3-VL-235B-A22B-ThinkingCategory=Open-Source Models, Parameters=235B-A22B2026.0468.8
Thyme-VL (7B)Category=Thinking-with-Images Specialist Models, Parameters=7B2026.0464.6
GPT-5Category=Proprietary Models2026.0463.97
Intern-S1 (235B+6B)Category=Open-Source Models, Parameters=235B+6B2026.0462.98
Qwen3-VL-32B-ThinkingCategory=Open-Source Models, Parameters=32B2026.0461.21
Gemini 2.5 FlashCategory=Proprietary Models2026.0461.2
Qwen2.5-VL-7BCategory=Open-Source Models, Parameters=7B2026.0460.8
Qwen2.5-VL-32BCategory=Open-Source Models, Parameters=32B2026.0460.5
InternVL3-8BCategory=Open-Source Models, Parameters=8B2026.0460.5
Intern-S1-mini (8B)Category=Open-Source Models, Parameters=8B2026.0454.67