DS2
Benchmarks
TaskDatasetSOTA resultTrendResults
DS2 29 Taxa, 2520 Sites
-26,366.45MLL
30
DS2
90.66Reconstruction Score
17
DS2
0.984R-Squared
16
DS2
146Detected Defects Count
12
DS2 (test)
-26,367.57MLL
11
DS2 QuickDraw (test)
89.25Reconstruction
10
DS2
-26,569.5ELBO (nats)
9
DS2 1.0 (test)
0.984R2
9
DS2 (test)
85.03Accuracy
8
DS2
0.022Avg Wall-Clock Time (s)
8
DS2 29 taxa, 2520 sites 1.0 (test)
-26,363.85Mean Log-Likelihood
6
DS2
-0.76Gap (nats)
5
DS2 1 (test)
-0.76MLL Gap (nats)
4
DS2
0.01KL Divergence
4
DS2
66Average Schedule Timespan
3
DS2 29 taxa, 2520 sites (ground truth)
-26,367.71ML Score
3