SplatBench tests raw spatial understanding: LLMs must rebuild 3D objects by hand-placing Gaussians

Scobleizer · x · 2026-10-14

SplatBench is a new benchmark from perpetualsi targeting raw spatial understanding in LLMs. In an RL environment, the model receives multi-view images of an object and must rebuild it in 3D by placing every Gaussian by hand — no splatting optimizer allowed. It's a stricter yardstick for 3D spatial reasoning in multimodal models.

Original post →

More from Research

Research channel →