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Despite advances in multimodal models, they still struggle to understand spatial relationships from an egocentric perspective, as shown by a 37.66% performance gap on the new SAW-Bench benchmark.
Forget task-specific models: Magma, a single foundation model, now outperforms them in both UI navigation and robotic manipulation by bridging verbal and action abilities.
