Regression on RSNA Pediatric Bone Age 12K seller (train)
785.2MSEDAVED (multi-step)
Evaluation results
| Method | Links | |
|---|---|---|
| DAVED (multi-step)Seller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5), Step type=multi-step2024.03 | 785.2 | |
| DAVED (single step)Seller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5), Step type=single-step2024.03 | 900.2 | |
| Data OOBSeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1,020.3 | |
| Random baselineSeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1,309.1 | |
| KNN ShapleySeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1,387 | |
| InfluenceSeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1,614.5 | |
| LAVASeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 1,867.5 | |
| DVRLSeller training data=12K, Feature embedding=CLIP, Budget range=1 to 100 (intervals of 5)2024.03 | 3,528.8 |