Node Classification on Facebook (test)
95.47Test AccuracyD2MoE
Evaluation results
| Method | Links | |
|---|---|---|
| D2MoEBackbone=SAGE, Method Category=Ours2026.04 | 95.47 | |
| D2MoEBackbone=GAT, Method Category=Ours2026.04 | 95.44 | |
| D2MoEBackbone=GCN, Method Category=Ours2026.04 | 95.36 | |
| MOWST-2024Method Category=GRAPH MOE2026.04 | 95.12 | |
| DAMOE-2025Method Category=GRAPH MOE2026.04 | 94.96 | |
| GMOE-2023Method Category=GRAPH MOE2026.04 | 94.9 | |
| GPRGNN-2021Method Category=HETERO2026.04 | 94.84 | |
| NODEMOE-2024Method Category=GRAPH MOE2026.04 | 94.84 | |
| MOSCAT-2025Method Category=GRAPH MOE2026.04 | 94.46 | |
| H2GCN-2020Method Category=HETERO2026.04 | 94.36 | |
| FSGNN-2022Method Category=HETERO2026.04 | 94.32 | |
| ACMGCN-2022Method Category=HETERO2026.04 | 94.27 | |
| DIFFORMER-2023Method Category=GT2026.04 | 94.23 | |
| GATMethod Category=VANILLA2026.04 | 94.03 | |
| GCNMethod Category=VANILLA2026.04 | 93.98 | |
| EXPHORMER-2023Method Category=GT2026.04 | 93.88 | |
| SAGEMethod Category=VANILLA2026.04 | 93.72 | |
| NAGFORMER-2023Method Category=GT2026.04 | 93.35 | |
| ANS-GT-2022Method Category=GT2026.04 | 92.61 | |
| FAGCN-2021Method Category=HETERO2026.04 | 91.9 | |
| SGFORMER-2024Method Category=GT2026.04 | 86.66 | |
| MLPMethod Category=VANILLA2026.04 | 76.86 |