Graph Generation on Proteins (Structural Metrics)
0.01Degree Distribution ErrorGraphWeave
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GraphWeave2025.09 | 0.01 | — | — | — | — | 0.03 | 0 | 0.04 | 0.06 | 5.62 | 2.33 | 0.66 | 3.25 | |
| G3diffusion=symmetric2026.02 | 0.022 | 0.0465 | 0.553 | 0.16 | 0.0928 | — | — | — | — | — | — | — | — | |
| G3diffusion=asymmetric2026.02 | 0.0345 | 0.075 | 0.348 | 0.0921 | 0.0419 | — | — | — | — | — | — | — | — | |
| SPECTRE2026.02 | 0.0867 | 0.107 | 0.84 | 0.131 | 0.124 | — | — | — | — | — | — | — | — | |
| GSDM2025.09 | 0.74 | — | — | — | — | 0 | 10.2 | 0.1 | 0.75 | 3.74 | 2,254.53 | 35.68 | 1.63 | |
| DeFoG2026.02 | 0.75 | 0.105 | 1.27 | 1.2 | 0.58 | — | — | — | — | — | — | — | — | |
| GDSS2025.09 | 0.78 | — | — | — | — | 0.01 | 36.58 | 0.19 | 1.11 | 2.95 | 22,210.1 | 96.64 | 1.69 | |
| GRASP2025.09 | 0.89 | — | — | — | — | 31.57 | 2.51 | 14.43 | 8.98 | 5.4 | 1,010.18 | 10.48 | 0.6 | |
| GraphRNN2025.09 | 2.3 | — | — | — | — | 0.16 | 0.24 | 0.19 | 0.06 | 4.88 | 1.51 | 4.01 | 12.04 | |
| DiGress2025.09 | 5.94 | — | — | — | — | 0.33 | 1.03 | 1.87 | 3.41 | 7.19 | 4.64 | 4.17 | 0.61 |