Top pick  ·  Reasoning & Agents

Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand

BestRand improves random benchmark compression by cutting high-error risk and estimation error while using about half the cost.

Why it matters: Builders can evaluate many models cheaply and reliably without expensive full benchmarks.

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Trending  ·  Computer Vision

VFlash: Fast, Accurate Visual Planning via Flash Primitive Decoding

VFlash jointly decodes visual primitives for fast, accurate planning, achieving ~25× speedup and higher task success.

Why it matters: Builders get much quicker and more precise visual goal predictions, enabling responsive robotics and autonomous systems.

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