ResearchBenchmarksMultimodal Evaluation on MME-RealWorld zero-shotFollow48.03Zero-shot AccuracyVEQ-MA43.058844.349445.6446.9306Feb 1, 2026Evaluation ResultsMethodMethodLinksZero-shot AccuracyVEQ-MAModel=Kimi-VL-Instruct...Model=Kimi-VL-Instruct, Bit-width=W3, Evaluation Protocol=Zero-shot2026.0248.03VEQ-MAModel=Qwen3-VL-30B-A3B...Model=Qwen3-VL-30B-A3B-Instruct, Bit-width=W3, Evaluation Protocol=Zero-shot2026.0243.25