ResearchDatasetsECFECFFollowBenchmarksTaskDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyTaskDatasetSOTA resultTrendResultsEmotion-Cause Pair Extraction in ConversationsECF57.7F1 Score14Multimodal Emotion-Cause Topic Extraction and Classification (MECTEC)ECF40.07Avg Score (6 Classes)11Pair ExtractionECF (official split)57.13Precision4Cause ExtractionECF (official split)69.28Precision4Emotion ExtractionECF (official split)79.59Precision4