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ResearchFormerly WizWand

Multimodal Evaluation on MME-R

52.48ScoreBF16
11.358422.034232.7143.3858Jun 15, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BF16Model=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=BF162026.0652.48
MODEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0650.77
MC-MoEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0647.88
VEQ-MEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0647.41
Speed-QModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0646.46
MoEQuantModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0646.03
MBQModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0645.71
GPTQModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W32026.0645.29
MODEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0644.85
BF16Model=Kimi-VL-A3B-Instruct, Avg-Bit=BF162026.0644.45
MODEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0641.59
MC-MoEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0640.48
MC-MoEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0640.02
VEQ-MEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0639.97
MoEQuantModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0639.45
Speed-QModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0639.21
VEQ-MEModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0638.97
MODEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0638.71
MBQModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0638.52
MoEQuantModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0638.31
GPTQModel=Kimi-VL-A3B-Instruct, Avg-Bit=W32026.0637.27
MC-MoEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0636.01
VEQ-MEModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0635.52
Speed-QModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0633.98
MoEQuantModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0633.12
Speed-QModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0631.98
MBQModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0631.63
MBQModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0629.57
GPTQModel=Kimi-VL-A3B-Instruct, Avg-Bit=W22026.0624.23
GPTQModel=Qwen3-VL-30B-A3B-Instruct, Avg-Bit=W22026.0612.94