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ECF dataset and benchmarks · SOTA2 Research

Research Datasets

ECF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Emotion-Cause Pair Extraction in Conversations

ECF

57.7F1 Score

14

Multimodal Emotion-Cause Topic Extraction and Classification (MECTEC)

ECF

40.07Avg Score (6 Classes)

11

Pair Extraction

ECF (official split)

57.13Precision

4

Cause Extraction

ECF (official split)

69.28Precision

4

Emotion Extraction

ECF (official split)

79.59Precision

4

Popular tasks

Multimodal Emotion-Cause Topic Extraction and Classification (MECTEC)Pair Extraction Emotion-Cause Pair Extraction in Conversations Emotion Extraction Cause Extraction

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