E-comIQ-18k - Background: leaderboard
Metric: Acc@0.5 (%): share of the 1,000 E-comIQ-18k test posters (AI-generated Chinese e-commerce posters) whose predicted background score falls within 0.5 of the expert-calibrated reference score on the 1-5 quality scale; higher is better. Source: arxiv.org. Saturation forecast: Around March 2028. 11 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 4.5 | 53.4 | #138 |
| 2 | Gemini 2.5 Pro | 50.4 | #145 |
| 3 | Grok 4 | 46.3 | #169 |
| 4 | GPT-4o | 45.8 | #333 |
| 5 | Qwen 2.5 VL 72B Instruct | 44.2 | #364 |
| 6 | Qwen 2.5 VL 7B Instruct | 40 | #643 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=e-comiq-18k-background · How It Works · Data refreshed daily, snapshot 2026-10-11.