Band Gap Prediction on Matbench MP Gap Mean 0-4
0.091MAE (eV)JMP-L
Evaluation Results
| Method | Links | |
|---|---|---|
| JMP-LCategory=FE Pretrained, # Params=235M, Pretraining Data Size=120M2026.03 | 0.091 | |
| JMP-SCategory=FE Pretrained, # Params=27M, Pretraining Data Size=120M2026.03 | 0.121 | |
| CT-SCD-AMP20Category=SCD Pretrained, # Params=10M, Pretraining Data Size=675k2026.03 | 0.123 | |
| HackNIP (Orb-v2 + MODNet)Category=FE Pretrained, # Params=> 25.2M, Pretraining Data Size=> 32M*2026.03 | 0.15 | |
| coGNCategory=No Pretraining, Pretraining Data Size=n/a2026.03 | 0.156 | |
| MODNetCategory=No Pretraining, Pretraining Data Size=n/a2026.03 | 0.22 | |
| Crystal-TwinsCategory=Other SSL, Pretraining Data Size=428k2026.03 | 0.264 |