Causal Emotion Entailment on RECCON-IEMO (Fold3)
63.91F1 (Positive)RoBERTa-base
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RoBERTa-baseTrain Fold=Fold 3 (DD), Conversation Context=With cc2022.11 | 63.91 | — | 94.55 | 79.23 | |
| MuTECCEETrain Fold=Fold 2 (DD), Conversation Context=Without cc2022.11 | 61.17 | 18.91 | 95.62 | 78.39 | |
| RoBERTa-largeTrain Fold=Fold 3 (DD), Conversation Context=With cc2022.11 | 59.03 | — | 92.21 | 75.62 | |
| MuTECCEETrain Fold=Fold 3 (DD), Conversation Context=With cc2022.11 | 58.02 | 30.07 | 93.59 | 75.74 | |
| RoBERTa-baseTrain Fold=Fold 3 (DD), Conversation Context=Without cc2022.11 | 51.23 | — | 93.7 | 72.46 | |
| MuTECCEETrain Fold=Fold 3 (DD), Conversation Context=Without cc2022.11 | 48.3 | 21.86 | 93.42 | 70.86 | |
| MuTECCEETrain Fold=Fold 2 (DD), Conversation Context=With cc2022.11 | 46.09 | 20.08 | 92.35 | 69.22 | |
| RoBERTa-largeTrain Fold=Fold 3 (DD), Conversation Context=Without cc2022.11 | 43 | — | 88.47 | 65.74 | |
| RoBERTa-largeTrain Fold=Fold1 (DD), Context Usage=w/ CC2022.11 | 37.87 | — | 94.69 | 66.28 | |
| RoBERTa-largeTrain Fold=Fold1 (DD), Context Usage=w/o CC2022.11 | 36.55 | — | 94.59 | 65.57 | |
| MuTECCEETrain Fold=Fold1 (DD), Context Usage=w/o CC2022.11 | 33.54 | 31.5 | 90.26 | 61.9 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Context Usage=w/o CC2022.11 | 33.24 | — | 90.3 | 61.77 | |
| MuTECCEETrain Fold=Fold1 (DD), Context Usage=w/ CC2022.11 | 32.56 | 17.89 | 86.4 | 59.48 | |
| MuTECE2ETrain Fold=Fold1 (DD), Context Usage=w/o CC2022.11 | 31.1 | 30.78 | 88.06 | 59.58 | |
| MuTECE2ETrain Fold=Fold1 (DD), Context Usage=w/ CC2022.11 | 30.63 | 17.02 | 91.47 | 61.05 | |
| RoBERTa-baseTrain Fold=Fold1 (DD), Context Usage=w/ CC2022.11 | 23.83 | — | 92.97 | 58.4 |