Influence Estimation on WinoBias (test)
0.854Spearman CorrelationUnTrac-Inv
Evaluation results
| Method | Links | |
|---|---|---|
| UnTrac-InvTraining Dataset Size Condition=Equal2024.01 | 0.854 | |
| UnTracTraining Dataset Size Condition=Equal2024.01 | 0.814 | |
| GradCosTraining Dataset Size Condition=Equal2024.01 | 0.554 | |
| HIF (Arnoldi)Training Dataset Size Condition=Different2024.01 | 0.513 | |
| HIF (Arnoldi)Training Dataset Size Condition=Equal2024.01 | 0.509 | |
| GradCosTraining Dataset Size Condition=Different2024.01 | 0.478 | |
| GradDotTraining Dataset Size Condition=Different2024.01 | 0.445 | |
| GradDotTraining Dataset Size Condition=Equal2024.01 | 0.39 | |
| HIF (LISSA)Training Dataset Size Condition=Equal2024.01 | 0.374 | |
| UnTracTraining Dataset Size Condition=Different2024.01 | 0.265 | |
| UnTrac-InvTraining Dataset Size Condition=Different2024.01 | 0.249 | |
| TracInTraining Dataset Size Condition=Different2024.01 | 0.201 | |
| TracInTraining Dataset Size Condition=Equal2024.01 | 0.039 | |
| HIF (LISSA)Training Dataset Size Condition=Different2024.01 | -0.11 |