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SOTA Downstream Performance Prediction benchmarks and papers with code | Wizwand
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Downstream Performance Prediction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
YE (Yeast) corrupted with Laplace noise
1L Lasso + MLP
Downstream Performance
-0.776
19
4d ago
OT (Otto) corrupted with Laplace noise
Deep Lasso + MLP
Downstream Performance
0.801
19
4d ago
MI (Midas) corrupted with Laplace noise
XGBoost + MLP
Downstream Performance
-0.894
19
4d ago
JA (Jannis) corrupted with Laplace noise
RF + MLP
Downstream Performance
0.723
19
4d ago
HO (Housing) corrupted with Laplace noise
No FS + MLP
Downstream Performance
-0.645
19
4d ago
HI (Hill-Valley) corrupted with Laplace noise
1L Lasso + MLP
Downstream Performance
81.6
19
4d ago
HE (Heart) corrupted with Laplace noise
LassoNet + MLP
Downstream Performance
38.7
19
4d ago
GE German corrupted with Laplace noise
XGBoost + MLP
Downstream Performance
0.6
19
4d ago
EY Energy corrupted with Laplace noise
1L Lasso + MLP
Downstream Performance Score
0.594
19
4d ago
CH (Chess) corrupted with Laplace noise
Univariate + MLP
Downstream Performance
-0.612
19
4d ago
Abalone corrupted with Laplace noise
Deep Lasso + MLP
Downstream Performance
95.7
19
4d ago
CMMLU
CSV
MSE
0.0033
3
4d ago
C-Eval
CSV
MSE
0.0037
3
4d ago
HellaSwag
All token loss
MSE
0.0032
3
4d ago
GSM8K
CSV
MSE
0.0063
3
4d ago
BBH
CSV
MSE
0.0023
3
4d ago
MMLU
CSV
MSE
0.0015
3
4d ago
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