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SOTA Audio Question Answering benchmarks and papers with code | Wizwand
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Audio Question Answering
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
MUSIC-AVQA 1.0 (test)
QA-TIGER
Counting Accuracy
84.86
43
4d ago
MMAR
Audio-Thinker
Sd Score
68.48
17
4d ago
MUSIC-AVQA (test)
InternVideo2_S2
Accuracy (Avg)
80.51
17
4d ago
ClothoAQA (test)
VideoLLaMA2.1-AV
Accuracy
71.02
14
4d ago
AudioCaps-QA (test)
M3KG-RAG
Model-as-Judge Score
60.77
12
4d ago
RACE Audio
Uni-MoE w/ MoE-Task4 (4E)
Accuracy (Sub-task 1)
64.21
10
3d ago
SH-Bench (test)
Step-Audio-2-mini + BPFT
Accuracy (Main Speaker, General)
0.974
10
4d ago
MMAU-style Complex QA
Speech-Hands
Accuracy
85.7
9
4d ago
Multi-sound-object soundscapes
Qwen2.5-Omni
Accuracy
72.1
9
4d ago
Bio-acoustic QA
Speech-Hands
Accuracy
81.25
9
4d ago
Clotho AQA
Full Model
Score
85.6
7
4d ago
TELEVAL AQA-en (dev)
Our Model
TELEVAL Score
57.69
6
4d ago
TELEVAL AQA-zh (dev)
Qwen3-omni
TELEVAL Score
49.95
6
4d ago
Industrial-IoT Simple-QA n=800 (test)
LA-RAG
Detection Accuracy
90.07
4
4d ago
Home-IoT Simple-QA n=800 (test)
LA-RAG
Detection Accuracy
90.67
4
4d ago
AudioCaps-QA
M3KG-RAG
M.J. Score
59.17
3
4d ago
AudioCapsQA
Ours
Accuracy
46.5
2
4d ago
ClothoAQA numerical
Audio Flamingo
Accuracy
36.4
2
4d ago
ClothoAQA non-binary
Audio Flamingo
Accuracy
49.5
2
4d ago
ClothoAQA unanimous
Audio Flamingo
Accuracy
86.9
2
4d ago
AQA
ONE-PEACE
Accuracy
86.2
2
4d ago
RACE-Audio (test)
-
Accuracy (Sub-task 1)
-
0
4d ago
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