RoboMemArena: New Benchmark Systematically Evaluates Robot Memory Capabilities

Chinese research institutions released RoboMemArena, the first benchmark focused on robotic memory in long-horizon manipulation.

It covers 26 tasks and 151 subtasks, with most requiring memory, plus five real-world robot tasks alongside simulations.

The benchmark evaluates skills like state tracking, action counting, occlusion handling, and sequence execution.

The release includes multimodal annotations, open-source data and code, and a public leaderboard to support broader research.