Text Classification on AG News pilot (test)
88.4AccuracyWarm-start budgeted
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Warm-start budgetedBudget=0.752026.05 | 88.4 | 0.682 | |
| Warm-start budgetedBudget=0.502026.05 | 88.1 | 0.5 | |
| Dense post-hoc pruneBudget=0.752026.05 | 88 | 0.75 | |
| Warm-start staticBudget=0.502026.05 | 87.6 | 0.504 | |
| Dense DistilBERT continuedBudget=1.002026.05 | 87.4 | 1 | |
| Dense post-hoc pruneBudget=0.502026.05 | 87.1 | 0.5 | |
| Dense DistilBERTBudget=1.002026.05 | 86.5 | 1 |