The paper Layer-2 Arbitrage: An empirical Analysis of Swap Dynamics and Price Disparities on Rollups by Krzysztof Gogol et. al. was awarded as best paper from the MARBLE conference. It introduces the Maximal Arbitrage Value (MAV) metric to quantify arbitrage opportunities between an Automated Market Maker (AMM) and a Centralized Exchange (CEX).