Social Bot Detection on Vendor-19 (test)
95.42AccuracyFEDRIO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FEDRIOalpha=12026.04 | 95.42 | 95.26 | |
| FEDACK-Aalpha=12026.04 | 91.31 | 86.38 | |
| FEDRIOalpha=0.52026.04 | 90.74 | 89.87 | |
| FedGenalpha=12026.04 | 90.05 | 85.03 | |
| FEDACKalpha=12026.04 | 88.58 | 85.44 | |
| FedFTGalpha=12026.04 | 88.31 | 81.55 | |
| FEDACKalpha=0.52026.04 | 87.05 | 77.98 | |
| FedDFalpha=12026.04 | 86.37 | — | |
| FedGenalpha=0.52026.04 | 84.83 | 78.24 | |
| FEDACK-Aalpha=0.52026.04 | 84.79 | 79.73 | |
| FedProxalpha=12026.04 | 84.37 | 84.99 | |
| FedFTGalpha=0.52026.04 | 82.17 | 75.78 | |
| FedEnsemblealpha=12026.04 | 81.12 | 80.87 | |
| FedDFalpha=0.52026.04 | 80.17 | — | |
| FedDistillalpha=12026.04 | 79.68 | 77.2 | |
| FEDRIOalpha=0.12026.04 | 78.95 | 69.77 | |
| FedProxalpha=0.52026.04 | 78.25 | 76.7 | |
| FEDRIOalpha=0.052026.04 | 78.02 | 70.34 | |
| FedEnsemblealpha=0.52026.04 | 76.7 | 67.77 | |
| FEDACKalpha=0.12026.04 | 76.04 | 76.67 | |
| FEDACKalpha=0.052026.04 | 75.27 | 69.26 | |
| FedAvgalpha=12026.04 | 71.3 | 68.48 | |
| FedGenalpha=0.052026.04 | 70.79 | 67.99 | |
| FedDistillalpha=0.052026.04 | 70.25 | 67.57 | |
| FedDistillalpha=0.52026.04 | 68.77 | 69.16 | |
| FedFTGalpha=0.052026.04 | 68.39 | 69.61 | |
| FEDACK-Aalpha=0.052026.04 | 68.21 | 62.49 | |
| FedEnsemblealpha=0.052026.04 | 68.05 | 67.35 | |
| FedDFalpha=0.052026.04 | 67.01 | — | |
| FEDACK-Aalpha=0.12026.04 | 66.1 | 65.19 | |
| FedFTGalpha=0.12026.04 | 66.01 | 70.61 | |
| FedGenalpha=0.12026.04 | 65.12 | 73.06 | |
| FedEnsemblealpha=0.12026.04 | 64.51 | 69.45 | |
| FedProxalpha=0.052026.04 | 63.27 | 67.07 | |
| FedDFalpha=0.12026.04 | 63.16 | — | |
| FedAvgalpha=0.52026.04 | 61.06 | 66.78 | |
| FedAvgalpha=0.12026.04 | 60.88 | 65.7 | |
| FedAvgalpha=0.052026.04 | 59.81 | 66.61 | |
| FedDistillalpha=0.12026.04 | 52.88 | 67.08 | |
| FedProxalpha=0.12026.04 | 51.86 | 77.16 |