Domain Generalization on CivilComments Wilds (test)
92.2Average AccuracyERM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ERMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 92.2 | 56 | |
| Group DROBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 90.2 | 69.1 | |
| ReweightedBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 89.8 | 66.6 | |
| IRMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 88.8 | 66.3 | |
| DANN+ELSBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 88.4 | 66 | |
| DANNBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 87 | 61.7 |