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Benchmarks
Audio Reasoning on MMAR N=1,000
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53.6
Accuracy
CoFi-Agent
26.144
33.272
40.4
47.528
Jan 22, 2026
Accuracy
Inference Cost (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Inference Cost (s)
CoFi-Agent
variant=Adaptive + ASR
2026.01
53.6
9.617
CoFi-Agent
variant=Always-On + ASR
2026.01
51.7
11.058
CoFi-Agent
variant=Adaptive Re-li...
2026.01
43.1
6.446
Hybrid
variant=Describe→Reason
2026.01
39.3
2.866
Qwen2-Audio
variant=Baseline
2026.01
27.2
0.155
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