Domain Generalization on Amazon Wilds (val)
72.7Average AccuracyERM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ERMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 72.7 | 55.2 | 20.3 | |
| DANN+ELSBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 72.3 | 54.7 | 4.9 | |
| DANNBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 72.1 | 54.6 | 4.4 | |
| CORALBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 72 | 54.7 | 30 | |
| IRMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 71.5 | 54.2 | 32.2 | |
| Group DROBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 70.7 | 54.7 | 54.2 | |
| ReweightBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 69.1 | 52.1 | 34.9 |