OmniCap-IF - Format: leaderboard
Metric: Format constraint satisfaction rate (%) (length, JSON schema, ordered lists and other structural or stylistic constraints) on multi-constraint captioning instructions on videos with sound; format constraints are checked by rule-based tools on LLM-extracted structure, content constraints by temporal-IoU tools or a gpt-5-mini judge answering binary and multiple-choice questions against the caption; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 90.45 |
| 2 | Gemini 3 Flash | 88.57 |
| 3 | MiMo-V2.5 | 86.4 |
| 4 | MiMo-V2-Omni | 80.6 |
| 5 | MiniCPM-o-4.5 | 78.6 |
| 6 | Qwen3 Omni 30B A3B Instruct | 77.37 |
| 7 | Qwen2.5-Omni-7B | 62.97 |
Interactive version: theaggregate.ai/benchmark?slug=omnicap-if-format · How It Works · Data refreshed daily, snapshot 2026-09-29.