List your company

Open-ended Question Answering on MMAU-Pro Open-ended

67.4Open-ended Success RateOScaR
65.73666.16866.667.032May 19, 2026

Evaluation results

MethodLinks
OScaRBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0567.429.8
TurboQuant+Backbone=Qwen3-Omni-30B-A3B, Bit-width=2.5-bit2026.0566.627
16bit baselineBackbone=Qwen3-Omni-30B-A3B, Bit-width=16-bit2026.0566.227.8
KIVIBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0565.827
OTTBackbone=Qwen3-Omni-30B-A3B, Quantization Method=INT2, Group Size=128, Bit-width=INT22026.0565.826.9