Regression on Fitzpatrick17K 15K seller (train)
0.67MSEDAVED (multi-step)
Evaluation results
| Method | Links | |
|---|---|---|
| DAVED (multi-step)Seller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5), Step type=multi-step2024.03 | 0.67 | |
| DAVED (single step)Seller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5), Step type=single-step2024.03 | 0.73 | |
| Data OOBSeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1.35 | |
| LAVASeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1.45 | |
| Random baselineSeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1.49 | |
| KNN ShapleySeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1.82 | |
| InfluenceSeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1.93 | |
| DVRLSeller training data=15K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 3 |