instruction following benchmark
Robust IF
Robust IF evaluates instruction-following robustness on diverse, hard prompts, measuring whether a model reliably adheres to constraints across challenging single-turn and multi-turn scenarios.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Robust IF Ranking
Higher score ranks better on this benchmark.
| 1 | MI | 61.2% | 100.0% | 1 | C |
Robust IF Highlights
The leading models and scores on this benchmark.
What is Robust IF?
What Robust IF measures and how its scores work.
Robust IF evaluates instruction-following robustness on diverse, hard prompts, measuring whether a model reliably adheres to constraints across challenging single-turn and multi-turn scenarios.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Robust IF
- Modality
- text
- Primary category
- instruction following
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- robust-if|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Robust IF.
Which model scores highest on Robust IF?
MAI-Code-1-Flash is currently ranked first with 61.2%.
What does Robust IF measure?
Robust IF evaluates instruction-following robustness on diverse, hard prompts, measuring whether a model reliably adheres to constraints across challenging single-turn and multi-turn scenarios.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.