Band Gap Prediction on Matbench MP Gap (Fold 0)
0.089MAE (eV)JMP-L
Evaluation Results
| Method | Links | |
|---|---|---|
| JMP-LCategory=FE Pretrained, # Params=235M, Pretraining Data Size=120M2026.03 | 0.089 | |
| JMP-SCategory=FE Pretrained, # Params=27M, Pretraining Data Size=120M2026.03 | 0.119 | |
| CT-SCD-AMP20Category=SCD Pretrained, # Params=10M, Pretraining Data Size=675k2026.03 | 0.122 | |
| CT-SCD-ALLCategory=SCD Pretrained, # Params=10M, Pretraining Data Size=11.3M2026.03 | 0.132 | |
| CT-FE-OMOL25Category=FE Pretrained, # Params=10M, Pretraining Data Size=4M2026.03 | 0.134 | |
| CT-SCD-OMOL25Category=SCD Pretrained, # Params=10M, Pretraining Data Size=4M2026.03 | 0.136 | |
| coGNCategory=No Pretraining, Pretraining Data Size=n/a2026.03 | 0.153 | |
| CT-SCD-PCQCategory=SCD Pretrained, # Params=10M, Pretraining Data Size=3.4M2026.03 | 0.174 | |
| CT-SCD-GEOM10Category=SCD Pretrained, # Params=10M, Pretraining Data Size=2.8M2026.03 | 0.177 | |
| CT-SCD-SAIRCategory=SCD Pretrained, # Params=10M, Pretraining Data Size=4.4M2026.03 | 0.182 | |
| CT (Baseline)Category=No Pretraining, # Params=10M, Pretraining Data Size=n/a2026.03 | 0.186 | |
| MODNetCategory=No Pretraining, Pretraining Data Size=n/a2026.03 | 0.215 | |
| JMP-LCategory=No Pretraining, # Params=235M, Pretraining Data Size=n/a2026.03 | 0.228 | |
| JMP-SCategory=No Pretraining, # Params=25.2M, Pretraining Data Size=n/a2026.03 | 0.235 |