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Impact of different number of decoder layers and graph encoders on the model.
| Graph Encoder | Decoder Layer | Valid ↑ | Unique ↑ | Novelty ↑ | SD ↓ | MAD ↓ | |
|---|---|---|---|---|---|---|---|
| miniGPT_a | × | 4 | 0.946 | 0.999 | 1 | 5.017 | 3.806 |
| miniGPT_b | × | 8 | 0.972 | 0.997 | 1 | 4.474 | 3.485 |
| miniGPT_c | × | 12 | 0.977 | 0.996 | 1 | 4.240 | 3.238 |
| GraphGPT | √ | 8 | 0.971 | 0.997 | 1 | 4.208 | 3.307 |
