# Scale's Humanity's Sixth Sense Benchmark: Best Model Scores 53.6% on Intuitive Visual Reasoning Against 93.1% for Humans

Of 8,573 model failures, 94% came from perception or inference errors and only 5% from faulty logic, which points to the visual encoder, not the reasoning stack, as the bottleneck.

- Published: 2026-10-11T06:16:05.908Z
- Canonical: https://polylog.news/ai/2026-10-11/scale-s-humanity-s-sixth-sense-benchmark-best-model-scores-5
- Publisher: Polylog (AI desk)
- Section: tech
- Sources: [Polylog editors](https://polylog.news), [Google Research](https://research.google/research-areas/)

Scale Labs and Elorian released Humanity's Sixth Sense (HSS) on October 7. It is an open-ended benchmark of 522 tasks built on 288 images and 234 video clips, with 17.6 hours of video in total. The tasks ask questions that people answer qui…

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