Some of MolmoAct 2’s gains come from an adapter linking the VLM & action expert.
It’s built on Molmo 2-ER, an embodied-reasoning Molmo 2 variant trained on millions of examples in detection, spatial reasoning, & more.
Molmo 2-ER beats GPT-5 on embodied-reasoning benchmarks.