Emotion Recognition in Conversation on MELD Standard (test)
69.15Weighted F1InstructERC
Evaluation Results
| Method | Links | |
|---|---|---|
| InstructERCBackbone=LLaMA2-7B, Evaluation Setting=LoRA Fine-tuned2023.09 | 69.15 | |
| InstructERCBackbone=LLaMA-7B, Evaluation Setting=LoRA Fine-tuned2023.09 | 67.62 | |
| SkierModel Category=Discriminant Model2023.09 | 67.39 | |
| DualGATsModel Category=Discriminant Model2023.09 | 66.9 | |
| MPLPModel Category=Discriminant Model2023.09 | 66.51 | |
| SACLModel Category=Discriminant Model2023.09 | 66.45 | |
| EmotionICModel Category=Discriminant Model2023.09 | 66.4 | |
| SPCL+CLModel Category=Discriminant Model2023.09 | 66.35 | |
| LoRABackbone=LLaMA-7B, Evaluation Setting=Fine-tuned2023.09 | 66.15 | |
| LoRABackbone=LLaMA2-7B, Evaluation Setting=Fine-tuned2023.09 | 65.84 | |
| InstructERCBackbone=ChatGLM2-6B, Evaluation Setting=LoRA Fine-tuned2023.09 | 65.58 | |
| InstructERCBackbone=ChatGPT-3.5, Evaluation Setting=Zero-shot2023.09 | 65.07 | |
| LoRABackbone=ChatGLM2-6B, Evaluation Setting=Fine-tuned2023.09 | 64.85 | |
| InstructERCBackbone=ChatGLM-6B, Evaluation Setting=LoRA Fine-tuned2023.09 | 46.41 | |
| LoRABackbone=ChatGLM-6B, Evaluation Setting=Fine-tuned2023.09 | 40.54 | |
| InstructERCBackbone=ChatGLM-6B, Evaluation Setting=Zero-shot2023.09 | 38.8 | |
| InstructERCBackbone=ChatGLM2-6B, Evaluation Setting=Zero-shot2023.09 | 21.8 | |
| InstructERCBackbone=LLaMA2-7B, Evaluation Setting=Zero-shot2023.09 | 16.28 | |
| InstructERCBackbone=LLaMA-7B, Evaluation Setting=Zero-shot2023.09 | 9.12 |