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Audio Question Answering on MMAU v05.15.25 (test)

0.7374AccuracyAQA-TTRL
0.6106240.6435370.676450.709363Oct 7, 2025

Evaluation results

MethodLinks
AQA-TTRLBackbone=Qwen2.5-Omni 7B, Protocol=Self-Adaptation2025.100.7374
DIMVBackbone=Qwen2.5-Omni 7B, Protocol=Direct Inference with Majority Voting2025.100.7201
SFTBackbone=Qwen2.5-Omni 7B, Protocol=Supervised Fine-Tuning2025.100.7174
AQA-TTRLBackbone=Qwen2.5-Omni 3B, Protocol=Self-Adaptation2025.100.7105
DIBackbone=Qwen2.5-Omni 7B, Protocol=Direct Inference2025.100.706
SFTBackbone=Qwen2.5-Omni 3B, Protocol=Supervised Fine-Tuning2025.100.6284
DIMVBackbone=Qwen2.5-Omni 3B, Protocol=Direct Inference with Majority Voting2025.100.6259
DIBackbone=Qwen2.5-Omni 3B, Protocol=Direct Inference2025.100.6155