Node Classification on Reddit-S MAGB
95.93AccuracyNSG-MoE
Evaluation results
| Method | Links | |
|---|---|---|
| NSG-MoEFeature Encoder=Llama-8B+CLIP2026.01 | 95.93 | |
| GATFeature Encoder=Llama-11B2026.01 | 95.87 | |
| SAGEFeature Encoder=Llama-11B2026.01 | 95.6 | |
| GCNFeature Encoder=Llama-11B2026.01 | 95.44 | |
| GATFeature Encoder=Qwen-VL-7B2026.01 | 94.94 | |
| MMGATFeature Encoder=Llama-8B+CLIP2026.01 | 94.32 | |
| SAGEFeature Encoder=Qwen-VL-7B2026.01 | 94.28 | |
| GCNFeature Encoder=Qwen-VL-7B2026.01 | 93.98 | |
| Unigraph2Feature Encoder=Llama-8B+CLIP2026.01 | 93.5 | |
| GATFeature Encoder=Llama-8B+CLIP2026.01 | 92.47 | |
| MMGCNFeature Encoder=Llama-8B+CLIP2026.01 | 92.43 | |
| GCNFeature Encoder=Llama-8B+CLIP2026.01 | 90.36 | |
| SAGEFeature Encoder=Llama-8B+CLIP2026.01 | 90.24 |