Data Attribution on FashionMNIST
0.1072Data Attribution ValueLatent Optimization
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Latent OptimizationBackbone=VGG16_BN, Evaluation Framework=FedSV2026.05 | 0.1072 | 5 | |
| Latent OptimizationBackbone=WRN-28-10, Evaluation Framework=FedSV2026.05 | 0.0891 | 7 | |
| Latent OptimizationBackbone=ResNet-18, Evaluation Framework=FedSV2026.05 | 0.0741 | 6 | |
| Free RiderBackbone=VGG16_BN, Evaluation Framework=FedSV2026.05 | 0.0398 | 9 | |
| Label FlippingBackbone=VGG16_BN, Evaluation Framework=FedSV2026.05 | 0.0382 | 9 | |
| Random NoiseBackbone=VGG16_BN, Evaluation Framework=FedSV2026.05 | 0.0368 | 9 | |
| Label FlippingBackbone=ResNet-18, Evaluation Framework=FedSV2026.05 | 0.0338 | 7 | |
| Random NoiseBackbone=WRN-28-10, Evaluation Framework=FedSV2026.05 | 0.0286 | 9 | |
| Random NoiseBackbone=ResNet-18, Evaluation Framework=FedSV2026.05 | 0.0269 | 8 | |
| Free RiderBackbone=WRN-28-10, Evaluation Framework=FedSV2026.05 | 0.0264 | 9 | |
| Free RiderBackbone=ResNet-18, Evaluation Framework=FedSV2026.05 | 0.0198 | 8 | |
| Label FlippingBackbone=WRN-28-10, Evaluation Framework=FedSV2026.05 | 0.0143 | 9 | |
| Attack FreeBackbone=ResNet-18, Evaluation Framework=FedSV2026.05 | 0 | 10 | |
| Attack FreeBackbone=WRN-28-10, Evaluation Framework=FedSV2026.05 | 0 | 10 | |
| Attack FreeBackbone=VGG16_BN, Evaluation Framework=FedSV2026.05 | 0 | 10 |