VLM-SABRE: leaderboard

Vision-language shortcut and bias probes: macro average over four subsets that each strip a different cue a model may be leaning on instead of looking at the image; accuracy %, and scores run low by design.

Metric: Macro-average Accuracy (%). Source: zesearch.github.io. Saturation forecast: Around September 2028. 6 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.623.3#104
2GPT-5.418#79
3Grok 4.317.8#188

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=vlm-sabre · How It Works · Data refreshed daily, snapshot 2026-10-20.