HAERAE-Vision - Natural Objects: leaderboard
Metric: Checklist Score (%; original under-specified queries, GPT-5-mini judge, mean of 3 runs). Source: arxiv.org. Saturation forecast: Around December 2026. 45 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 53.45 |
| 2 | GPT-5 | 53.42 |
| 3 | Gemini 2.5 Flash | 44.37 |
| 4 | GPT-5 Mini | 41.17 |
| 5 | Qwen 3 VL 235B A22B Instruct | 37.44 |
| 6 | Qwen 3 VL 30B A3B (Thinking) | 35.46 |
| 7 | Qwen 3 VL 32B (Thinking) | 35.04 |
| 8 | Qwen 3 VL 32B Instruct | 34.43 |
| 9 | Qwen 3 VL 235B A22B (Thinking) | 33.04 |
| 10 | Grok 4 | 30.29 |
| 11 | Qwen 3 VL 8B (Thinking) | 28.75 |
| 12 | Gemini 2.5 Flash Lite | 27.16 |
| 13 | Qwen 3 VL 4B (Thinking) | 25.31 |
| 14 | GPT-5 Nano | 25.27 |
| 15 | Qwen 3 VL 30B A3B Instruct | 25.17 |
Interactive version: theaggregate.ai/benchmark?slug=haerae-vision-natural-objects · How It Works · Data refreshed daily, snapshot 2026-09-25.