Before revision:  Instead of using multiple random splits, we propose that future benchmarks instead include multiple, independent test sets  .
After revision:  Instead of using multiple random splits, we propose that future benchmarks instead include multiple, independent test sets instead; if infeasible, we argue that multiple biased splits leads to more realistic performance estimates than multiple random splits .