Node Classification on Pubmed transductive (test)
87.23AccuracyFL-GCON
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FL-GCONPerturbation Rate=0%2026.03 | 87.23 | — | — | |
| F-GCONPerturbation Rate=0%2026.03 | 87.19 | — | — | |
| FL-GCONPerturbation Rate=5%2026.03 | 86.58 | — | — | |
| F-GCONPerturbation Rate=5%2026.03 | 86.38 | — | — | |
| FL-GBelPerturbation Rate=0%2026.03 | 86.18 | — | — | |
| F-GBelPerturbation Rate=0%2026.03 | 86.15 | — | — | |
| FL-GCONPerturbation Rate=10%2026.03 | 86.13 | — | — | |
| FL-GBelPerturbation Rate=5%2026.03 | 85.93 | — | — | |
| F-GBelPerturbation Rate=5%2026.03 | 85.91 | — | — | |
| F-GBelPerturbation Rate=10%2026.03 | 85.9 | — | — | |
| F-GCONPerturbation Rate=10%2026.03 | 85.9 | — | — | |
| FL-GCONPerturbation Rate=15%2026.03 | 85.9 | — | — | |
| FL-GCONPerturbation Rate=25%2026.03 | 85.83 | — | — | |
| F-GCONPerturbation Rate=15%2026.03 | 85.78 | — | — | |
| FL-GCONPerturbation Rate=20%2026.03 | 85.74 | — | — | |
| FL-GRANDPerturbation Rate=0%2026.03 | 85.67 | — | — | |
| FL-GRANDPerturbation Rate=5%2026.03 | 85.56 | — | — | |
| F-GCONPerturbation Rate=20%2026.03 | 85.55 | — | — | |
| FL-GBelPerturbation Rate=10%2026.03 | 85.48 | — | — | |
| F-GBelPerturbation Rate=15%2026.03 | 85.45 | — | — | |
| F-GBelPerturbation Rate=20%2026.03 | 85.44 | — | — | |
| F-GCONPerturbation Rate=25%2026.03 | 85.37 | — | — | |
| FL-GBelPerturbation Rate=15%2026.03 | 85.34 | — | — | |
| FL-GRANDPerturbation Rate=10%2026.03 | 85.31 | — | — | |
| HANGPerturbation Rate=20%2026.03 | 85.2 | — | — | |
| F-GBelPerturbation Rate=25%2026.03 | 85.19 | — | — | |
| HANGPerturbation Rate=10%2026.03 | 85.17 | — | — | |
| FL-GBelPerturbation Rate=25%2026.03 | 85.15 | — | — | |
| FL-GRANDPerturbation Rate=15%2026.03 | 85.09 | — | — | |
| HANGPerturbation Rate=0%2026.03 | 85.08 | — | — | |
| HANGPerturbation Rate=5%2026.03 | 85.08 | — | — | |
| GBelPerturbation Rate=25%2026.03 | 85.07 | — | — | |
| GRANDPerturbation Rate=0%2026.03 | 85.06 | — | — | |
| HANGPerturbation Rate=25%2026.03 | 85.06 | — | — | |
| FL-GBelPerturbation Rate=20%2026.03 | 85.03 | — | — | |
| HANGPerturbation Rate=15%2026.03 | 85 | — | — | |
| GBelPerturbation Rate=20%2026.03 | 84.89 | — | — | |
| GBelPerturbation Rate=15%2026.03 | 84.83 | — | — | |
| GCONPerturbation Rate=0%2026.03 | 84.65 | — | — | |
| GBelPerturbation Rate=10%2026.03 | 84.62 | — | — | |
| FL-GRANDPerturbation Rate=20%2026.03 | 84.54 | — | — | |
| GRANDPerturbation Rate=10%2026.03 | 84.24 | — | — | |
| FL-GRANDPerturbation Rate=25%2026.03 | 84.22 | — | — | |
| GRANDPerturbation Rate=5%2026.03 | 84.11 | — | — | |
| GBelPerturbation Rate=0%2026.03 | 84.02 | — | — | |
| GBelPerturbation Rate=5%2026.03 | 83.91 | — | — | |
| GRANDPerturbation Rate=15%2026.03 | 83.74 | — | — | |
| GRANDPerturbation Rate=25%2026.03 | 83.66 | — | — | |
| GRANDPerturbation Rate=20%2026.03 | 83.58 | — | — | |
| IL-GCONPerturbation Rate=0%2026.03 | 83.52 | — | — | |
| GCONPerturbation Rate=5%2026.03 | 83.06 | — | — | |
| F-GRANDPerturbation Rate=0%2026.03 | 82.28 | — | — | |
| GCONPerturbation Rate=10%2026.03 | 82.25 | — | — | |
| IL-GBelPerturbation Rate=0%2026.03 | 82.17 | — | — | |
| IL-GBelPerturbation Rate=5%2026.03 | 82.13 | — | — | |
| IL-GRANDPerturbation Rate=0%2026.03 | 81.61 | — | — | |
| GCONPerturbation Rate=20%2026.03 | 81.58 | — | — | |
| IL-GBelPerturbation Rate=10%2026.03 | 81.55 | — | — | |
| IL-GBelPerturbation Rate=20%2026.03 | 81.29 | — | — | |
| F-GRANDPerturbation Rate=5%2026.03 | 81.27 | — | — | |
| GCONPerturbation Rate=15%2026.03 | 81.26 | — | — | |
| IL-GBelPerturbation Rate=15%2026.03 | 81.06 | — | — | |
| IL-GBelPerturbation Rate=25%2026.03 | 80.95 | — | — | |
| GCONPerturbation Rate=25%2026.03 | 80.75 | — | — | |
| F-GRANDPerturbation Rate=10%2026.03 | 80.64 | — | — | |
| F-GRANDPerturbation Rate=20%2026.03 | 79.96 | — | — | |
| F-GRANDPerturbation Rate=15%2026.03 | 79.95 | — | — | |
| F-GRANDPerturbation Rate=25%2026.03 | 79.95 | — | — | |
| IL-GCONPerturbation Rate=5%2026.03 | 79.58 | — | — | |
| IL-GRANDPerturbation Rate=5%2026.03 | 79.24 | — | — | |
| IL-GCONPerturbation Rate=10%2026.03 | 76.35 | — | — | |
| IL-GRANDPerturbation Rate=10%2026.03 | 76.11 | — | — | |
| GLNNSetting=transductive2021.10 | 75.42 | 7.87 | 0.03 | |
| SAGESetting=transductive2021.10 | 75.39 | — | — | |
| IL-GCONPerturbation Rate=15%2026.03 | 72.92 | — | — | |
| IL-GRANDPerturbation Rate=15%2026.03 | 72.64 | — | — | |
| IL-GRANDPerturbation Rate=20%2026.03 | 70.38 | — | — | |
| IL-GCONPerturbation Rate=20%2026.03 | 70.31 | — | — | |
| IL-GRANDPerturbation Rate=25%2026.03 | 68.15 | — | — | |
| IL-GCONPerturbation Rate=25%2026.03 | 68.06 | — | — | |
| MLPSetting=transductive2021.10 | 67.55 | — | — |