EmpatheticDialogues
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Emotion Classification | EMPATHETICDIALOGUES (test) | Accuracy86.73 | 49 | |
| Empathetic Dialogue Generation | EMPATHETICDIALOGUES (test) | Win Rate58.9 | 30 | |
| Dialogue Evaluation | EmpatheticDialogues | Spearman Correlation0.404 | 19 | |
| Empathetic Dialogue Generation | EmpatheticDialogues | BLEU-124.66 | 11 | |
| Empathetic Response Generation | EmpatheticDialogues (test) | Coverage0.54 | 11 | |
| Response Generation | EMPATHETICDIALOGUES (test) | PPL35.37 | 8 | |
| Dialogue Generation | EmpatheticDialogues (ED) (test) | F1 Score19.3 | 4 |
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