Text Classification on Amazon-Review single-domain generalization (test)
76.42Class D ScoreDSU w/ MAD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DSU w/ MADVenue=ICLR 22, Backbone=MLP2023.03 | 76.42 | 74.33 | 76.5 | 75.17 | 75.6 | |
| ERM w/ MADBackbone=MLP2023.03 | 76.08 | 74.33 | 73.33 | 74.67 | 74.6 | |
| Mixup w/ MADVenue=ICLR 18, Backbone=MLP2023.03 | 75.33 | 73.58 | 74.33 | 73.75 | 74.25 | |
| Mixstyle w/ MADVenue=ICLR 21, Backbone=MLP2023.03 | 75.17 | 72.75 | 75 | 75.25 | 74.54 | |
| DSUVenue=ICLR 22, Backbone=MLP2023.03 | 75 | 73.45 | 75.25 | 73.08 | 74.2 | |
| MixupVenue=ICLR 18, Backbone=MLP2023.03 | 74.83 | 72.17 | 73.58 | 72.67 | 73.31 | |
| MixstyleVenue=ICLR 21, Backbone=MLP2023.03 | 74.75 | 73.17 | 74.33 | 72.33 | 73.65 | |
| ERMBackbone=MLP2023.03 | 74.17 | 73.17 | 73.67 | 71.58 | 73.15 |