MP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| De Novo Generation | MP-20 | Structural Validity1 | 18 | |
| Material generation | MP-20 (test) | Stability Rate17.82 | 16 | |
| Stable structure prediction | MP-20 | Match Rate77.93 | 15 | |
| Category-Agnostic Pose Estimation | MP-100 (test) | Split 1 Performance94.24 | 14 | |
| Category-agnostic Pose Estimation | MP-100 (split1-5) | Split 1 Performance97.01 | 14 | |
| Crystal Structure Prediction | MP-20 July 2021 (test) | MR78.34 | 13 | |
| Time Series Classification | MP8 | Accuracy65.88 | 11 | |
| Human Activity Recognition | MP50 | Accuracy74.34 | 11 | |
| Atom type generation | MP-20 | Compositional Accuracy90.23 | 7 | |
| Crystal Structure Generation | MP-20 | Match Rate77.85 | 6 | |
| ab initio generation | MP-20 | Structural Validity100 | 5 | |
| Category-Agnostic Pose Estimation | MP-100 (Leave-One-Out) | Accuracy (Human Body)73.82 | 4 | |
| Geolocation | MP16-pro Extremely Difficult | Unknown Rate50 | 2 | |
| Category-Agnostic Pose Estimation | MP-100 | Metric- | 0 |
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