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Real-world visual perception on MME-RealWorld Lite

56.38Accuracy

Kimi-K2.5

Updated 15d ago

Evaluation Results

Method	Links
Kimi-K2.5 2026.05		56.38
Vision-OPD (Ours) 2026.05		55.45
Thyme 2026.05		55.18
ZwZ 2026.05		54.35
DeepEyes 2026.05		53.2
DeepEyesV2 2026.05		51.59
Vision-OPD (Ours) 2026.05		49.56
Gemini-3.1-Pro 2026.05		49.5
GPT-5.4 2026.05		48.1
GPT-5.2 2026.05		47.06
Qwen3-VL-Instruct 2026.05		46.53
Qwen3.5 2026.05		46.12
Qwen3.5 2026.05		45.39
SenseNova-MARS 2026.05		43.67
GLM-4.6V 2026.05		43.1
Qwen3-VL-Instruct 2026.05		42.83
MiniCPM-V-4.5 2026.05		42.31
MiMo-VL-RL 2026.05		39.5
Qwen3.5 2026.05		35.8