| . | . | ScFold . | Model1 . | Model2 . | Model3 . | Model4 . | Model5 . | Model6 . |
|---|---|---|---|---|---|---|---|---|
| GCN [51] | ✓ | |||||||
| GAT [33] | ✓ | |||||||
| Node | QKV [34] | ✓ | ||||||
| AttMLP [31] | ✓ | |||||||
| OSR | ✓ | ✓ | ✓ | |||||
| Edge | Edgeupdate | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Global | Context | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| Perplexity | 4.61 | 4.74 | 4.96 | 4.54 | 4.55 | 4.64 | 4.82 | |
| Results | Recovery | 52.22 | 49.65 | 45.78 | 50.74 | 51.66 | 51.48 | 50.00 |
| . | . | ScFold . | Model1 . | Model2 . | Model3 . | Model4 . | Model5 . | Model6 . |
|---|---|---|---|---|---|---|---|---|
| GCN [51] | ✓ | |||||||
| GAT [33] | ✓ | |||||||
| Node | QKV [34] | ✓ | ||||||
| AttMLP [31] | ✓ | |||||||
| OSR | ✓ | ✓ | ✓ | |||||
| Edge | Edgeupdate | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Global | Context | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| Perplexity | 4.61 | 4.74 | 4.96 | 4.54 | 4.55 | 4.64 | 4.82 | |
| Results | Recovery | 52.22 | 49.65 | 45.78 | 50.74 | 51.66 | 51.48 | 50.00 |
| . | . | ScFold . | Model1 . | Model2 . | Model3 . | Model4 . | Model5 . | Model6 . |
|---|---|---|---|---|---|---|---|---|
| GCN [51] | ✓ | |||||||
| GAT [33] | ✓ | |||||||
| Node | QKV [34] | ✓ | ||||||
| AttMLP [31] | ✓ | |||||||
| OSR | ✓ | ✓ | ✓ | |||||
| Edge | Edgeupdate | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Global | Context | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| Perplexity | 4.61 | 4.74 | 4.96 | 4.54 | 4.55 | 4.64 | 4.82 | |
| Results | Recovery | 52.22 | 49.65 | 45.78 | 50.74 | 51.66 | 51.48 | 50.00 |
| . | . | ScFold . | Model1 . | Model2 . | Model3 . | Model4 . | Model5 . | Model6 . |
|---|---|---|---|---|---|---|---|---|
| GCN [51] | ✓ | |||||||
| GAT [33] | ✓ | |||||||
| Node | QKV [34] | ✓ | ||||||
| AttMLP [31] | ✓ | |||||||
| OSR | ✓ | ✓ | ✓ | |||||
| Edge | Edgeupdate | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Global | Context | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| Perplexity | 4.61 | 4.74 | 4.96 | 4.54 | 4.55 | 4.64 | 4.82 | |
| Results | Recovery | 52.22 | 49.65 | 45.78 | 50.74 | 51.66 | 51.48 | 50.00 |
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