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Benchmarks
Empathetic Response Generation on MELD
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9.9
ROUGE-L
ES4R
7.508
8.129
8.75
9.371
Jan 16, 2026
ROUGE-L
BERTScore
BLEU-1
Distinct-2
Empathy Score
Updated 4d ago
Evaluation Results
Method
Method
Links
ROUGE-L
BERTScore
BLEU-1
Distinct-2
Empathy Score
ES4R
evaluation_mode=Zero-s...
2026.01
9.9
84.1
10.3
63.6
7.93
LLaMA-Omni2
evaluation_mode=Zero-s...
2026.01
7.7
46.8
7.4
71.3
5.42
OpenS2S
evaluation_mode=Zero-s...
2026.01
7.6
83.9
8.6
67.6
6.59
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