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ResearchFormerly WizWand

Atomistic Potential Prediction on MPtrj

9MAE Energy (meV/atom)L Pruning
8.12414.03719.9525.863May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
L PruningBase Model=Layer5 L3 C128, Pruned Model=Layer5 L2 C128, Params=842,440, Data %=1002026.059351.7
From ScratchBase Model=Layer5 L2 C128, Pruned Model=/, Params=842,440, Data %=1002026.0511401.7
L PruningBase Model=Layer5 L3 C128, Pruned Model=Layer5 L2 C128, Params=842,440, Data %=252026.0511392.1
Channel PruningBase Model=Layer2 L1 C256, Pruned Model=Layer2 L1 C128, Params=4,688,656, Data %=402026.0516.445.81.8
L & Channel PruningBase Model=Layer2 L1 C256, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=402026.0518.951.71.9
From ScratchBase Model=Layer2 L2 C128, Pruned Model=/, Params=5,725,072, Data %=1002026.0522.642.21.6
L PruningBase Model=Layer2 L2 C128, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=1002026.0525.547.31.7
From ScratchBase Model=Layer2 L1 C128, Pruned Model=/, Params=4,688,656, Data %=1002026.0525.846.71.7
From ScratchBase Model=Layer2 L0 C128, Pruned Model=/, Params=3,847,696, Data %=1002026.0529.652.31.8
L PruningBase Model=Layer2 L2 C128, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=252026.0530.950.81.9