Ranking correlation with full dataset evaluation on MNLI
0.95Kendall CorrelationILDAE
Evaluation Results
| Method | Links | |
|---|---|---|
| ILDAEPercentage of instances=20%2022.03 | 0.95 | |
| ILDAEPercentage of instances=10%2022.03 | 0.93 | |
| ILDAEPercentage of instances=5%2022.03 | 0.89 | |
| ILDAEPercentage of instances=2%2022.03 | 0.82 | |
| ILDAEPercentage of instances=1%2022.03 | 0.8 | |
| RandomPercentage of instances=1%2022.03 | 0.78 | |
| HeuristicPercentage of instances=1%2022.03 | 0.78 | |
| ILDAEPercentage of instances=0.5%2022.03 | 0.73 | |
| HeuristicPercentage of instances=0.5%2022.03 | 0.71 | |
| RandomPercentage of instances=0.5%2022.03 | 0.7 |