PerceptionBench - Visual Relation — leaderboard
Metric: Visual Relation (%). Source: huggingface.co. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.6 Sol | 69.7 |
| 2 | Kimi K3 | 68.2 |
| 3 | GPT-5.5 | 61.9 |
| 4 | Qwen 3.7 Plus | 59.1 |
| 5 | Gemini 3.1 Pro (Preview) | 58.8 |
| 6 | Claude Fable 5 | 58.5 |
| 7 | Seed 2.1 Pro | 57.6 |
| 8 | Qwen 3.5 397B A17B | 55.2 |
| 9 | Gemini 3.5 Flash | 53.6 |
| 10 | Claude Opus 4.8 | 51.4 |
| 11 | Kimi K2.6 | 50.9 |
| 12 | Grok 4.5 | 47 |
| 13 | Gemma 4 31B | 42.7 |
| 14 | GLM-5V Turbo | 41.2 |
| 15 | MiniMax-M3 | 40 |
Interactive version: theaggregate.ai/benchmark?slug=perceptionbench-visual-relation · How It Works · Data refreshed daily, snapshot 2026-08-05.