structured output benchmark
SIFO-Multiturn
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
SIFO-Multiturn Ranking
Higher score ranks better on this benchmark.
| 01 | AC | 0.711 points | 100.0% | 1 | C |
SIFO-Multiturn Highlights
The leading models and scores on this benchmark.
What is SIFO-Multiturn?
What SIFO-Multiturn measures and how its scores work.
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- SIFO-Multiturn
- Modality
- text
- Primary category
- structured output
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- sifo-multiturn|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about SIFO-Multiturn.
Which model scores highest on SIFO-Multiturn?
Qwen3 VL 235B A22B Thinking is currently ranked first with 0.711 points.
What does SIFO-Multiturn measure?
SIFO-Multiturn evaluates instruction following capabilities in multi-turn conversational settings, testing how well models maintain context and follow instructions across multiple exchanges.
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.