MP
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MP8
68.57Accuracy
21
MP-20
1Structural Validity
21
MP-20 (test)
8.21SUN Rate
19
MP-20
77.93Match Rate
15
MP-20 metastable-MS convention Ehull <= 0.10 eV/atom MP-2020-corrected (test)
76.6MS
14
MP-100 (test)
94.24Split 1 Performance
14
MP-100 (split1-5)
97.01Split 1 Performance
14
MP-20 evaluated with eq-V2, E_hull < 0.0 (test)
15.4Stability
13
MP-20 July 2021 (test)
78.34MR
13
MP-20
77.7S Score
12
MP50
74.34Accuracy
11
MP50 HAR
74.34Accuracy
10
MP-20 evaluated with CHGNet, E_hull < 0.0 (test)
19.8Stability
8
MP-20
90.23Compositional Accuracy
7
MP-20 (test)
-0.99Eform
6
MP-20
-0.99Eform
6
MP-20
77.85Match Rate
6
MP
1.58MAE
5
MP-20
100Structural Validity
5
MP-100 (Leave-One-Out)
73.82Accuracy (Human Body)
4
MP16-pro Extremely Difficult
50Unknown Rate
2
MP
48Winrate
1
MP-100
—Primary metric
0