There are two tasks: M-Portal: Reason like a Portal 2 player. M-Cube: Rebuild a 3D object from 2D slices. Both require: Visual perception, Multistep planning, and Spatial logic MLLMs today fail at all three.
M-Portal and M-Cube: MLLMs fail at visual, planning, spatial logic
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