PhAIL: Benchmarking Vision-Language-Action Models on Real-World Bin-Picking episode artwork

EPISODE · Apr 5, 2026 · 33 MIN

PhAIL: Benchmarking Vision-Language-Action Models on Real-World Bin-Picking

from Embodied AI 101 · host Shaoqing Tan

Real-world hardware evaluation of VLAs on blind bin-to-bin picking, achieving max 64 picks/hour across hundreds of runs, with full videos/data exposing gaps in production-scale robotic manipulation reliability.

Episode metadata supplied by the publisher feed · Published Apr 5, 2026

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PhAIL: Benchmarking Vision-Language-Action Models on Real-World Bin-Picking

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