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Benchmarks
Paralinguistic-aware response generation on Paralinguistic-aware Emotion (evaluation set)
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0.993
PA-score
GPT-4.1 baseline
-0.02412
0.23994
0.504
0.76806
Mar 12, 2026
PA-score
PA-rate
ParaS2S
Updated 1mo ago
Evaluation Results
Method
Method
Links
PA-score
PA-rate
ParaS2S
GPT-4.1 baseline
Layers=N/A, ADCH=N/A
2026.03
0.993
99.5
4
Kimi-Audio (PE-FT)
Layers=0-14, ADCH=✓
2026.03
0.625
80.5
3.83
Kimi-Audio
Layers=0-27, ADCH=×
2026.03
0.623
80.3
3.81
Kimi-Audio
Layers=0-14, ADCH=×
2026.03
0.623
80.3
3.76
Qwen2.5-Omni (PE-FT)
Layers=0-14, ADCH=✓
2026.03
0.503
74.5
3.71
Qwen2.5-Omni
Layers=0-14, ADCH=×
2026.03
0.46
72.5
3.68
Qwen2.5-Omni
Layers=0-27, ADCH=×
2026.03
0.393
68.7
3.68
Kimi-Audio
Layers=N/A, ADCH=N/A
2026.03
0.018
37.3
3.23
Qwen2.5-Omni
Layers=N/A, ADCH=N/A
2026.03
0.015
31.3
3.39
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