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Formation energy prediction on JARVIS
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32
Time/Epoch
Crystalformer
30.32
41.66
53
64.34
Feb 4, 2025
Time/Epoch
Total Training Time
Inference Time (ms)
Parameters (1-task)
Parameters (5-task)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Time/Epoch
Total Training Time
Inference Time (ms)
Parameters (1-task)
Parameters (5-task)
Crystalformer
Type=Transformer, Epoc...
2025.02
32
7.2
6.6
0.853
4.27
ReciNet
Type=GNN, Epochs=500
2025.02
35
4.8
8.2
0.0033
16.5
PotNet
Type=GNN, Epochs=500
2025.02
43
6
313
0.0018
9
iComFormer
Type=Transformer, Epoc...
2025.02
59
11.5
54.8
0.005
25
Matformer
Type=Transformer, Epoc...
2025.02
60
8.3
20.4
0.0029
14.5
ReciNet-MT
Type=GNN, Epochs=500
2025.02
69
9.6
16.2
-
9.5
CrystalFramer
Type=Transformer, Epoc...
2025.02
74
41.2
16.8
0.952
4.76
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