| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Benchmarks Budgets k=1, 5, 10, 25 (Aggregated) | FL most inf. | AUC (SR, dB)42.73 | 66 | 1mo ago | |
| Power Grid | GAT | IC33.1 | 16 | 1mo ago | |
| Network Science | GIN | IC27.7 | 16 | 1mo ago | |
| Cora-ML | GAT | IC35.2 | 16 | 1mo ago | |
| Jazz | GAT | IC0.342 | 16 | 1mo ago | |
| TruthfulQA (test) | TracIn | Spearman Correlation0.574 | 14 | 1mo ago | |
| WinoBias (test) | UnTrac-Inv | Spearman Correlation0.854 | 14 | 1mo ago | |
| ToxiGen (test) | UnTrac | Spearman Correlation0.44 | 14 | 1mo ago | |
| Power Grid SIS | GLIE | MAE0.132 | 9 | 1mo ago | |
| Power Grid LT | AxelGNN | MAE0.223 | 9 | 1mo ago | |
| Network Science SIS | AxelGNN | MAE0.1 | 9 | 1mo ago | |
| Network Science LT | AxelGNN | MAE4.6 | 9 | 1mo ago | |
| Cora-ML SIS | AxelGNNSim | MAE0.195 | 9 | 1mo ago | |
| Cora-ML LT | AxelGNN | MAE0.144 | 9 | 1mo ago | |
| Jazz SIS | GAT | MAE0.288 | 9 | 1mo ago | |
| Jazz LT | AxelGNN | MAE0.051 | 9 | 1mo ago | |
| MNIST | DMin | Detection Rate (Top 5)80.06 | 4 | 9d ago | |
| Theoretical Analysis | IFs | Computational Complexity2 | 2 | 13d ago |
