Domain Generalization on Amazon Wilds (test)
71.9Average AccuracyERM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ERMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 71.9 | 53.8 | 4.2 | |
| DANN+ELSBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 71.5 | 53.8 | 9.4 | |
| DANNBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 71.3 | 52.9 | 8 | |
| CORALBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 71.1 | 52.9 | 6.1 | |
| IRMBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 70.5 | 52.4 | 5.3 | |
| Group DROBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 70 | 53.3 | 6.3 | |
| ReweightBackbone=DistillBERT-base-uncased, Number of random seeds=32023.02 | 68.6 | 52 | 9.1 |