Emotion Prediction on SNEP-Reddit (test)
70.12AUCELECTRA-our
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELECTRA-ourModel Setting=Adaptation Model, Backbone=ELECTRA-large2023.05 | 70.12 | 39.38 | |
| BERT-ourModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 68.16 | 36.97 | |
| BERT-ourModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 68.09 | 36.96 | |
| BERT+CRM+MLMModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 67.32 | 36.58 | |
| BERT+CRM+MLMModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 67.16 | 36.36 | |
| BERT+CRMModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 67.15 | 35.88 | |
| BERT+CRMModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 67.06 | 36.77 | |
| ELECTRA-largeModel Setting=Adaptation Model, Backbone=ELECTRA-large2023.05 | 66.59 | 35.97 | |
| MPC-BERTModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 65.26 | 34.63 | |
| MPC-BERTModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 65.08 | 34.12 | |
| SPIDER-BERTModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 64.88 | 34.02 | |
| SPIDER-BERTModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 64.72 | 33.32 | |
| BERT-baseModel Setting=Adaptation Model, Backbone=BERT-base2023.05 | 63.89 | 33.73 | |
| BERT-baseModel Setting=Vanilla Model, Backbone=BERT-base2023.05 | 63.44 | 32.57 |