MM-IFEval-Pro: leaderboard
Metric: Accuracy (%; mean per-sample constraint-satisfaction rate x 100 over the bilingual Chinese and English test set, each constraint checked by a deterministic rule-based verifier (about 3 constraints per sample); test set with the visual instruction-hijacking cases included, the setting Table 1 reports). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 8B Instruct | 78.73 |
| 2 | Qwen 3.5 35B A3B | 74.5 |
Interactive version: theaggregate.ai/benchmark?slug=mm-ifeval-pro · How It Works · Data refreshed daily, snapshot 2026-09-26.