  Smart contracts on Ethereum handle millions of U.S. Dollars and other
financial assets. In the past, attackers have exploited smart contracts to
steal these assets. The Ethereum community has developed plenty of tools to
detect vulnerable smart contracts. However, there is no standardized data set
to evaluate these existing tools, or any new tools developed. There is a need
for an unbiased standard benchmark of real-world Ethereum smart contracts. We
have created ScrawlD: an annotated data set of real-world smart contracts taken
from the Ethereum network. The data set is labelled using 5 tools that detect
various vulnerabilities in smart contracts, using majority voting.
