Domain Generalization on CivilComments Wilds (val)
92.3Average AccuracyERM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ERMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 92.3 | 50.5 | |
| Group DROBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 90.4 | 65 | |
| ReweightedBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 90 | 63.7 | |
| IRMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 89 | 65.9 | |
| DANN+ELSBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 88.5 | 65.9 | |
| DANNBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 87 | 64 |