InstructERC

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio4 results

Emotion RecognitiononEmoryNLP
Weighted-F1· 2023-09-21
41.39
best: 42.08 (CKERC)
SOTA
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models arXiv:2309.11911
Emotion RecognitiononMELD
Weighted-F1· 2023-09-21
69.15
best: 69.9 (ELR-GNN)
SOTA
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models arXiv:2309.11911
Emotion RecognitiononIEMOCAP
Accuracy· 2023-09-21
71.68
best: 73.95 (SDT)
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models arXiv:2309.11911
Emotion RecognitiononIEMOCAP
Weighted-F1· 2023-09-21
71.39
best: 74.08 (SDT)
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models arXiv:2309.11911