Node Classification on twitch-gamers (test)
66.34AccuracyGloGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GloGNNAverage Rank=6.332022.10 | 66.34 | |
| INGNNAverage Rank=1.782022.10 | 66.07 | |
| LINKXAverage Rank=7.562022.10 | 66.06 | |
| LINKX2024.06 | 66.06 | |
| att-Node-level NLSFstype=Node-level2024.06 | 65.97 | |
| LINKXsampling_strategy=i.i.d. node minibatching2021.10 | 65.84 | |
| MIXHOPAverage Rank=6.442022.10 | 65.65 | |
| OptBasisGNN2024.06 | 65.17 | |
| ChebNetII2024.06 | 65.03 | |
| LINK2024.06 | 64.85 | |
| AdaGNNAverage Rank=5.332022.10 | 64.64 | |
| LINKsampling_strategy=i.i.d. node minibatching2021.10 | 64.38 | |
| BernNet2024.06 | 64.27 | |
| MixHopsampling_strategy=Cluster-GCN2021.10 | 62.95 | |
| GPRGNN2024.06 | 62.59 | |
| BernNetAverage Rank=8.442022.10 | 62.37 | |
| GATAverage Rank=7.672022.10 | 62.32 | |
| ChebNet2024.06 | 62.31 | |
| GCNAverage Rank=7.782022.10 | 62.18 | |
| GCN2024.06 | 62.18 | |
| GPR-GNNAverage Rank=5.782022.10 | 62 | |
| ACM-GCNAverage Rank=7.332022.10 | 61.48 | |
| GCNJKsampling_strategy=Cluster-GCN2021.10 | 61.15 | |
| MLPsampling_strategy=i.i.d. node minibatching2021.10 | 61.01 | |
| MLPAverage Rank=12.222022.10 | 60.92 | |
| MixHopsampling_strategy=GraphSAINT-RW2021.10 | 60.39 | |
| DAGNNAverage Rank=6.782022.10 | 60.36 | |
| GCNJKsampling_strategy=GraphSAINT-RW2021.10 | 59.82 | |
| MixHopsampling_strategy=GraphSAINT-Node2021.10 | 59.58 | |
| GCNJKsampling_strategy=GraphSAINT-Node2021.10 | 59.5 |