Data Valuation on Vision Tasks
0.841Kendall's TauDU-Shapley
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DU-Shapleyn (number of sellers)=9, |T| (buyer's target task size)=42026.07 | 0.841 | 0.9288 | 0.0005 | |
| DU-Shapleyn (number of sellers)=8, |T| (buyer's target task size)=42026.07 | 0.8384 | 0.925 | 0.0006 | |
| DU-Shapleyn (number of sellers)=7, |T| (buyer's target task size)=42026.07 | 0.8305 | 0.9174 | 0.0008 | |
| DMVMn (number of sellers)=7, |T| (buyer's target task size)=42026.07 | 0.8079 | 0.8988 | 0.0008 | |
| DMVMn (number of sellers)=8, |T| (buyer's target task size)=42026.07 | 0.7955 | 0.8963 | 0.0008 | |
| DMVMn (number of sellers)=9, |T| (buyer's target task size)=42026.07 | 0.7795 | 0.8893 | 0.0007 |