Sentiment Analysis on SST5 (Macro-F1)
45.92Macro-F1SC
Evaluation Results
| Method | Links | |
|---|---|---|
| SCModel=Mistral, k-shot=162025.05 | 45.92 | |
| SCModel=Mistral, Shots=8-shot2025.05 | 45.44 | |
| SCModel=Llama, Shots=8-shot2025.05 | 42.76 | |
| SCModel=Llama, k-shot=162025.05 | 42.76 | |
| SCModel=Qwen, Shots=8-shot2025.05 | 41.06 | |
| SCModel=Qwen, k-shot=162025.05 | 39.32 | |
| DCModel=Mistral, k-shot=162025.05 | 32.31 | |
| DCModel=Llama, k-shot=162025.05 | 32.09 | |
| CCModel=Llama, k-shot=162025.05 | 31.4 | |
| DCModel=Mistral, Shots=8-shot2025.05 | 31.15 | |
| DCModel=Llama, Shots=8-shot2025.05 | 30.91 | |
| CCModel=Llama, Shots=8-shot2025.05 | 30.61 | |
| CCModel=Mistral, k-shot=162025.05 | 28.96 | |
| CCModel=Mistral, Shots=8-shot2025.05 | 28.22 | |
| BCModel=Mistral, Shots=8-shot2025.05 | 24.83 | |
| BCModel=Mistral, k-shot=162025.05 | 24.82 | |
| BCModel=Llama, k-shot=162025.05 | 24.61 | |
| BCModel=Llama, Shots=8-shot2025.05 | 23.49 | |
| Base LLMModel=Llama, Shots=8-shot2025.05 | 15.75 | |
| Base LLMModel=Qwen, Shots=8-shot2025.05 | 15.65 | |
| BCModel=Qwen, Shots=8-shot2025.05 | 15.52 | |
| CCModel=Qwen, Shots=8-shot2025.05 | 15.48 | |
| DCModel=Qwen, Shots=8-shot2025.05 | 15.41 | |
| Base LLMModel=Mistral, Shots=8-shot2025.05 | 14.66 | |
| BCModel=Qwen, k-shot=162025.05 | 14.64 | |
| Base LLMModel=Llama, k-shot=162025.05 | 14.49 | |
| Base LLMModel=Qwen, k-shot=162025.05 | 14.47 | |
| Base LLMModel=Mistral, k-shot=162025.05 | 14.42 | |
| CCModel=Qwen, k-shot=162025.05 | 14.41 | |
| DCModel=Qwen, k-shot=162025.05 | 14.38 |