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Spoken Question Answering on UltraEval-Audio S2S

0.7338AlpacaEval ScoreGPT-Audio
0.4303280.5091140.58790.666686Dec 23, 2025

Evaluation results

MethodLinks
GPT-Audio2025.120.73380.890.72850.55410.7266
Fun-Audio-Chat-30B-A3BLLM Size=30B-A3B, Frame Rate-In=5, Frame Rate-Out=52025.120.64490.78670.5420.51180.6214
Fun-Audio-Chat-8BLLM Size=8B, Frame Rate-In=5, Frame Rate-Out=52025.120.61870.78330.49510.48520.5956
MiMo-AudioLLM Size=7B, Frame Rate-In=6.25, Frame Rate-Out=6.25+τ2025.120.61460.77330.40430.42860.5552
Baichuan-Omni-1.5LLM Size=7B, Frame Rate-In=12.5, Frame Rate-Out=12.5+τ2025.120.58690.67330.30570.38090.4867
Step-Audio2-MiniLLM Size=7B, Frame Rate-In=12.5, Frame Rate-Out=25+τ2025.120.51720.67670.3350.34650.4689
GLM4-VoiceLLM Size=9B, Frame Rate-In=12.5, Frame Rate-Out=12.5+τ2025.120.510.50.3640.320.4235
MiniCPM-o 2.6LLM Size=7B, Frame Rate-In=25, Frame Rate-Out=τ2025.120.510.610.4020.40.4805
Kimi-AudioLLM Size=7B, Frame Rate-In=12.5, Frame Rate-Out=12.52025.120.4420.57330.35710.3390.4279