protein
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tabular Data Synthesis Fidelity | protein | Mean KS Statistic0.41 | 88 | |
| Graph Classification | PROTEIN | Accuracy84.91 | 55 | |
| Classification | protein | Balanced Acc91.19 | 44 | |
| Tabular Data Synthesis | protein | Chi-squared Result0.01 | 44 | |
| Delta-presence Evaluation | protein real-world (train) | Delta-presence3 | 39 | |
| DCR Evaluation | protein | DCR Score62 | 39 | |
| Regression | Protein (test) | Test Log Likelihood3.038 | 24 | |
| Regression | Protein | GRP%100 | 21 | |
| Classification | Protein (test) | Accuracy99.07 | 18 | |
| Regression | Protein (test) | MSE0.848 | 15 | |
| Tabular synthetic data generation fidelity | protein | Chi-squared Statistic0.02 | 12 | |
| Structural Edit Distance (SED) | Protein | Running Time (s)0.86 | 12 | |
| Tabular Regression | Protein UCI 10% outlier contamination | RMSE520.6 | 11 | |
| Tabular Regression | Protein no contamination (avg. over 10 trials) | RMSE356.4 | 11 | |
| Regression | Protein | NLL2.63 | 10 | |
| Marginal Inference | Protein | HD_avg0 | 10 | |
| k-NN Ranking (SED) | Protein | Kendall's Tau0.75 | 10 | |
| Graph Classification | PROTEIN standard (test) | Accuracy78.5 | 10 | |
| Regression | Protein UCI (test) | RMSE4.014 | 10 | |
| Conformal Prediction | protein | MC91.09 | 8 | |
| Regression | protein CV (test) | R20.71 | 8 | |
| Bayesian Neural Network Inference | Protein (UCI) (test) | Test Log-Likelihood-2.85 | 8 | |
| Graph Classification | PROTEIN | Classification Precision75.1 | 8 | |
| Regression | protein (test) | Marginal Coverage0.9 | 7 | |
| Regression | protein 45730 outliers (test) | Mean Outlier Coverage90 | 7 |
Showing 25 of 55 rows