Monte Carlo
Benchmarks
TaskDatasetSOTA resultTrendResults
Monte Carlo (MC) (held-out 20%)
0.3MAE
12
Monte Carlo (MC) (held-out 20%)
0.004MAE
12
Monte Carlo 60000 m budget (test)
58.85Average Entropy Reduction
7
Monte Carlo 30000 m budget (test)
41.08Average Entropy Reduction (%)
7
Monte Carlo 15000 m budget (test)
25.36Average Entropy Reduction
7
Monte Carlo 10000 m budget (test)
18.28Avg. Entropy Reduction (%)
7
Monte Carlo 5000 m budget (test)
9.41Average Entropy Reduction
7