Property Prediction on QM9 130,831 cleaned version (test)
9.65HOMO Energy (meV)CGT
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CGTParams=17M, Pretrain Data=3.4M2026.03 | 9.65 | 9.05 | 19.7 | 1.22 | 3.96 | 4.11 | 4 | 5.29 | 0.0383 | 0.019 | |
| CTParams=10M, Pretrain Data=3.4M2026.03 | 12.7 | 11.5 | 24.5 | 1.18 | 3.58 | 3.5 | 3.52 | 5.29 | 0.0377 | 0.021 | |
| Uni-CornPretrain Data=15M2026.03 | 13 | 11.9 | 24.9 | 1.4 | 3.99 | 3.95 | 3.94 | 5.09 | 0.036 | 0.019 | |
| EPT-10Params=30M, Pretrain Data=5.9M2026.03 | 15.2 | 13.6 | 29 | 1.11 | 5.44 | 5.54 | 5.42 | 6.37 | 0.045 | 0.02 |