Unison - Understanding-Guided Generation: leaderboard

The understanding-guided generation score of Unison (2026), a benchmark for unified multimodal models: generating or editing an image that first requires understanding an input, as a unified percent score from the Unison-Judge and task metrics. Higher is better.

Metric: Unified score (%) on the understanding-guided generation dimension of Unison (2,169 unified understanding-and-generation samples): generate or edit an image that requires first understanding an input, scored by the authors' Unison-Judge (a human-aligned 8B judge) and task metrics; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.277.7#176
2Gemini 3 Pro76.9#137

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=unison-understanding-guided-generation · How It Works · Data refreshed daily, snapshot 2026-11-13.