Conditional Density Estimation on Astronomy dataset (test)
-2.195Average Test NLLSNEFY
Evaluation results
| Method | Links | |
|---|---|---|
| SNEFYn=32, Compute time (s)=495.720 ± 22.561, Parameter count=1797482023.05 | -2.195 | |
| SNEFYn=16, Compute time (s)=404.291 ± 57.605, Parameter count=463562023.05 | -2.172 | |
| CNFL=1, Compute time (s)=122.304 ± 1.194, Parameter count=10262023.05 | -2.171 | |
| CNFL=2, Compute time (s)=155.090 ± 15.809, Parameter count=11552023.05 | -2.163 | |
| CNFL=4, Compute time (s)=202.1290 ± 10.380, Parameter count=14132023.05 | -2.156 | |
| CKDECompute time (s)=391.867 (Not GPU-accelerated), Parameter count=Train set size = 74309 × 62023.05 | -2.148 | |
| SNEFYn=8, Compute time (s)=390.870 ± 16.028, Parameter count=123002023.05 | -2.108 |