Emotion Recognition in Conversation on AVG IEMOCAP, MELD, EmoryNLP
60.91W-F1SELF-EMO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SELF-EMOBackbone=Qwen3-8B, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 60.91 | 61.97 | |
| SELF-EMOBackbone=Qwen3-4B, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 58.62 | 59.29 | |
| DAG-ERCBackbone=-, External FREE=-, Training Protocol=Dataset-Specific Setting2026.04 | 56.89 | — | |
| COSMICBackbone=-, External FREE=-, Training Protocol=Dataset-Specific Setting2026.04 | 56.2 | — | |
| Qwen3-8BBackbone=Qwen3-8B, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 53.08 | 53.43 | |
| Qwen3-4BBackbone=Qwen3-4B, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 52.29 | 52.96 | |
| DialogueRNNBackbone=GRU, External FREE=-, Training Protocol=Dataset-Specific Setting2026.04 | 50.49 | — | |
| PRC-EmoBackbone=Qwen3-8B, External FREE=NO, Training Protocol=Dataset-Unified Setting2026.04 | 37.78 | 37.99 | |
| BiosERCBackbone=LLaMA2-13B, External FREE=NO, Training Protocol=Dataset-Unified Setting2026.04 | 36.99 | 36.83 | |
| Seed-1.8Backbone=Seed-1.8, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 21.61 | 22.32 | |
| DeepSeek-V3.2Backbone=DeepSeek-V3.2, External FREE=YES, Training Protocol=Dataset-Unified Setting2026.04 | 19.65 | 20.13 |