Data Attribution on SVHN
0.1256Normalized Data Attribution ValueLatent Optimization
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Latent OptimizationBackbone=VGG16_BN, Evaluator=FedSV2026.05 | 0.1256 | 6 | |
| Latent OptimizationBackbone=WRN-28-10, Evaluator=FedSV2026.05 | 0.0947 | 7 | |
| Latent OptimizationBackbone=ResNet-18, Evaluator=FedSV2026.05 | 0.0933 | 6 | |
| Random NoiseBackbone=WRN-28-10, Evaluator=FedSV2026.05 | 0.0337 | 7 | |
| Random NoiseBackbone=VGG16_BN, Evaluator=FedSV2026.05 | 0.03 | 9 | |
| Label FlippingBackbone=VGG16_BN, Evaluator=FedSV2026.05 | 0.0257 | 9 | |
| Label FlippingBackbone=WRN-28-10, Evaluator=FedSV2026.05 | 0.0232 | 8 | |
| Random NoiseBackbone=ResNet-18, Evaluator=FedSV2026.05 | 0.0096 | 9 | |
| Free RiderBackbone=VGG16_BN, Evaluator=FedSV2026.05 | 0.0023 | 9 | |
| Attack FreeBackbone=ResNet-18, Evaluator=FedSV2026.05 | 0 | 10 | |
| Attack FreeBackbone=WRN-28-10, Evaluator=FedSV2026.05 | 0 | 10 | |
| Attack FreeBackbone=VGG16_BN, Evaluator=FedSV2026.05 | 0 | 10 | |
| Label FlippingBackbone=ResNet-18, Evaluator=FedSV2026.05 | 0 | 10 | |
| Free RiderBackbone=ResNet-18, Evaluator=FedSV2026.05 | 0 | 10 | |
| Free RiderBackbone=WRN-28-10, Evaluator=FedSV2026.05 | 0 | 10 |