Text Classification on AG News (Accuracy)
90.12AccuracySinkhorn teacher (S = 10)
Evaluation results
| Method | Links | |
|---|---|---|
| Sinkhorn teacher (S = 10)Sequence length=128, Sinkhorn teacher iterations (S)=102026.05 | 90.12 | |
| ASAP-KLSequence length=128, Sinkhorn teacher iterations (S)=10, Number of unlabeled training examples for compilation=40962026.05 | 90.04 | |
| ASAP-LSSequence length=128, Sinkhorn teacher iterations (S)=10, Number of unlabeled training examples for compilation=40962026.05 | 90.03 | |
| ASAP-LS-0Sequence length=128, Sinkhorn teacher iterations (S)=10, Number of unlabeled training examples for compilation=40962026.05 | 89.61 | |
| ASAP-KL-0Sequence length=128, Sinkhorn teacher iterations (S)=10, Number of unlabeled training examples for compilation=40962026.05 | 89.59 | |
| TransformerSequence length=1282026.05 | 89.34 | |
| DiffTransformerSequence length=1282026.05 | 88.01 | |
| ESPFormerSequence length=1282026.05 | 86.5 |