instruction following benchmark
MIABench Leaderboard
MIABench evaluates multimodal instruction alignment and following capabilities.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
MIABench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score0.93 points | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
MIABench Highlights
The leading models and scores on this benchmark.
The Top AI Models for MIABench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis miabench AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ACAlibaba Cloud / Qwen Team
- Score
- 0.93 points
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures MIABench, not total model capability
Selection summary
Best AI Models for MIABench
Qwen3 VL 235B A22B Thinking currently leads MIABench with 0.93 points. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is MIABench?
What MIABench measures and how its scores work.
MIABench is a benchmark for multimodal instruction alignment and following capabilities.
It measures multimodal instruction alignment and following capabilities using the Score metric in points.
Scores are shown in points. This benchmark is not independently verified and has an evidence level of B.
- Family
- MIABench
- Modality
- multimodal
- Primary category
- instruction following
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MIABench.
Which model scores highest on MIABench?
Qwen3 VL 235B A22B Thinking is currently ranked first with 0.93 points.
What are the top three models on MIABench?
The current leaders are Qwen3 VL 235B A22B Thinking (0.93 points).
Which MIABench model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among MIABench results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.