Crab

CRAB aims to become a general-purpose agent benchmark framework for Multimodal Language Model (MLM) agents. CRAB provides an end-to-end while easy-to-use framework to build agents, operate environments, and create benchmarks to evaluate them, featuring three key components: cross-environment support, a graph evaluator, and task generation. We present CRAB Benchmark-v0, developed using the CRAB framework, which includes 120 tasks across 2 environments (Ubuntu and Android), tested with 6 different MLMs under 3 distinct communication settings.