Node Classification on Movies MAGB
53.98AccuracyNSG-MoE
Evaluation Results
| Method | Links | |
|---|---|---|
| NSG-MoEFeature Encoder=Llama-8B+CLIP2026.01 | 53.98 | |
| GATFeature Encoder=Qwen-VL-7B2026.01 | 52.43 | |
| GCNFeature Encoder=Qwen-VL-7B2026.01 | 51.12 | |
| SAGEFeature Encoder=Qwen-VL-7B2026.01 | 50.83 | |
| MMGCNFeature Encoder=Llama-8B+CLIP2026.01 | 50.72 | |
| GATFeature Encoder=Llama-11B2026.01 | 50.26 | |
| GCNFeature Encoder=Llama-11B2026.01 | 49.92 | |
| SAGEFeature Encoder=Llama-11B2026.01 | 49.76 | |
| MMGATFeature Encoder=Llama-8B+CLIP2026.01 | 49.32 | |
| Unigraph2Feature Encoder=Llama-8B+CLIP2026.01 | 48.48 | |
| GCNFeature Encoder=Llama-8B+CLIP2026.01 | 47.68 | |
| GATFeature Encoder=Llama-8B+CLIP2026.01 | 47.42 | |
| SAGEFeature Encoder=Llama-8B+CLIP2026.01 | 46.41 |