AUC Evaluation on QM9 for Molecular Property Prediction
98.4AUCLiteGuard
Evaluation results
| Method | Links | |
|---|---|---|
| LiteGuardBackbone=GNN, Obfuscation Technique=Pruning2026.03 | 98.4 | |
| LiteGuardBackbone=GNN, Obfuscation Technique=Finetuning2026.03 | 83.4 | |
| LiteGuardBackbone=GNN, Obfuscation Technique=P-finetune2026.03 | 81.2 | |
| LiteGuardBackbone=GNN, Obfuscation Technique=N-finetune2026.03 | 79.1 | |
| LiteGuardBackbone=GNN, Obfuscation Technique=A-finetune2026.03 | 77 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=Pruning2026.03 | 68.8 | |
| MetaVBackbone=GNN, Obfuscation Technique=P-finetune2026.03 | 68.1 | |
| MetaVBackbone=GNN, Obfuscation Technique=Pruning2026.03 | 67.3 | |
| LiteGuardBackbone=GNN, Obfuscation Technique=KD2026.03 | 64.5 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=Finetuning2026.03 | 63.7 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=A-finetune2026.03 | 62.3 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=P-finetune2026.03 | 62.1 | |
| MetaVBackbone=GNN, Obfuscation Technique=Finetuning2026.03 | 60.1 | |
| MetaVBackbone=GNN, Obfuscation Technique=A-finetune2026.03 | 60.1 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=N-finetune2026.03 | 58.9 | |
| MetaVBackbone=GNN, Obfuscation Technique=N-finetune2026.03 | 58 | |
| MetaVBackbone=GNN, Obfuscation Technique=KD2026.03 | 55 | |
| GNNFingersBackbone=GNN, Obfuscation Technique=KD2026.03 | 50.6 |