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Question Answering on SpeechTriviaQA
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42.2
Accuracy
AudioKV
19.7464
25.5757
31.405
37.2343
Apr 8, 2026
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy
AudioKV
Model=Qwen2.5-Omni-7B,...
2026.04
42.2
AdaKV
Model=Qwen2.5-Omni-7B,...
2026.04
40.8
PyramidKV
Model=Qwen2.5-Omni-7B,...
2026.04
39.8
SnapKV
Model=Qwen2.5-Omni-7B,...
2026.04
39.6
AudioKV
Model=Qwen2.5-Omni-3B,...
2026.04
31.9
AdaKV
Model=Qwen2.5-Omni-3B,...
2026.04
30.6
PyramidKV
Model=Qwen2.5-Omni-3B,...
2026.04
28.3
SnapKV
Model=Qwen2.5-Omni-3B,...
2026.04
27.4
APin
lin=✓, ldeep=-, FRR=93...
2026.04
21.58
Vanilla
lin=-, ldeep=-, FRR=10...
2026.04
21.29
APdeep
lin=-, ldeep=✓, FRR=14...
2026.04
21.19
APdeep
lin=-, ldeep=✓, FRR=33...
2026.04
21.09
APin
lin=✓, ldeep=-, FRR=78...
2026.04
20.9
DAP
lin=✓, ldeep=✓, FRR=33...
2026.04
20.9
DAP
lin=✓, ldeep=✓, FRR=14...
2026.04
20.61
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