Emotion-Cause Pair Extraction in Conversations on ECF
57.7F1 ScoreSCALE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCALE2026.04 | 57.7 | 55.01 | 60.67 | |
| SCALE2026.04 | 57.7 | — | — | |
| Gemini-3-pro-previewprompting strategy=few-shot, in-context examples=4, output constraints=strict JSON2026.04 | 55.42 | — | — | |
| MultiCauseNet2026.04 | 55.12 | 53.27 | 59.1 | |
| GPT-5.1 Instantprompting strategy=few-shot, in-context examples=4, output constraints=strict JSON2026.04 | 54.76 | — | — | |
| GMEC2026.04 | 54.73 | 60.41 | 50.03 | |
| MECPE-2steps2026.04 | 52.71 | 57.64 | 48.72 | |
| PRG-MoE2026.04 | 50.86 | 47.11 | 55.27 | |
| MRC2026.04 | 50.2 | 44.46 | 57.65 | |
| CENTER2026.04 | 44.75 | 47.9 | 43.65 | |
| DeepSeek-V3.2prompting strategy=few-shot, in-context examples=4, output constraints=strict JSON2026.04 | 42.81 | — | — | |
| Joint-GCN2026.04 | 41.28 | 40.29 | 42.33 | |
| Joint-Xatt2026.04 | 40.85 | 42.65 | 39.19 | |
| RECCON2026.04 | 33.52 | 30.26 | 37.58 |