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Benchmarks
Emotion Classification on TE-Emo (Macro-F1)
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70.79
Macro-F1
Base LLM
30.8124
41.1912
51.57
61.9488
May 22, 2025
Macro-F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro-F1
Base LLM
Model=Mistral, k-shot=16
2025.05
70.79
Base LLM
Model=Llama, k-shot=16
2025.05
69.33
SC
Model=Mistral, k-shot=16
2025.05
64.08
SC
Model=Llama, k-shot=16
2025.05
62.21
SC
Model=Qwen, k-shot=16
2025.05
53.63
CC
Model=Qwen, k-shot=16
2025.05
43.58
DC
Model=Qwen, k-shot=16
2025.05
40.41
BC
Model=Qwen, k-shot=16
2025.05
35.63
Base LLM
Model=Qwen, k-shot=16
2025.05
35.15
DC
Model=Mistral, k-shot=16
2025.05
33.81
BC
Model=Llama, k-shot=16
2025.05
33.64
BC
Model=Mistral, k-shot=16
2025.05
33.64
CC
Model=Mistral, k-shot=16
2025.05
33.39
CC
Model=Llama, k-shot=16
2025.05
33.37
DC
Model=Llama, k-shot=16
2025.05
32.35
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