MindEdit-Bench - Cross-View Visibility Editing: leaderboard

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around January 2028. 15 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)40.2
2Seed 2.0 Pro38.5
3Qwen 3.6 Plus37.6
4Claude Opus 4.624.7
5Kimi K2.521.5
6GPT-5.417.2
7Qwen 3.5 35B A3B16.4
8InternVL3-8B12.4
9GLM-4.6V-Flash12.4
10Qwen 3 VL 8B10.1

Interactive version: theaggregate.ai/benchmark?slug=mindedit-bench-cross-view-visibility-editing · How It Works · Data refreshed daily, snapshot 2026-09-25.