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MMAU-Pro Audio Instruction Following

88.5AIF ScoreOScaR
77.78880.56983.3586.131May 19, 2026

Evaluation results

MethodLinks
OScaRBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0588.5
16bit baselineBackbone=Qwen3-Omni-30B-A3B, Bit-width=16-bit2026.0587.4
OTTBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0583.9
TurboQuant+Backbone=Qwen3-Omni-30B-A3B, Bit-width=2.5-bit2026.0579.3
KIVIBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0578.2