Material Property Prediction on Matminer Dielectric Constant 5-split average
0.158MAEMoMa
Evaluation results
| Method | Links | |
|---|---|---|
| MoMaVariant=Full2025.02 | 0.158 | |
| MoMaVariant=Adapter2025.02 | 0.168 | |
| JMP-FTTraining Protocol=Fine-tuning2025.02 | 0.171 | |
| UMAModel Variant=UMA-Medium2025.02 | 0.183 | |
| JMP-MTTraining Protocol=Multi-task2025.02 | 0.224 | |
| MoE-(18)2025.02 | 0.236 | |
| CGCNN2025.02 | 0.258 | |
| MODNet2026.04 | 0.2711 | |
| Elements2026.04 | 0.2936 | |
| SchNet2026.04 | 0.3088 | |
| coGN2026.04 | 0.3088 | |
| coNGN2026.04 | 0.3142 | |
| DimeNet++2026.04 | 0.3277 | |
| MEGNet2026.04 | 0.3391 | |
| ALIGNN2026.04 | 0.3449 | |
| CGCNN2026.04 | 0.5988 |