general benchmark
NMOS
NMOS evaluation benchmark for assessing model performance on specialized tasks
Updated Aug 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
NMOS leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | AC | 0.045 points | 100.0% | 1 | C |
NMOS highlights
The top published results on this benchmark's own scale.
What is NMOS?
Definition and scoring fields from the benchmark registry.
NMOS evaluation benchmark for assessing model performance on specialized tasks
Scores are shown in points. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- NMOS
- Modality
- text
- Primary category
- general
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- nmos|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
FAQ
Common questions about NMOS.
Which model scores highest on NMOS?
Qwen2.5-Omni-7B is currently ranked first with 0.045 points.
What does NMOS measure?
NMOS evaluation benchmark for assessing model performance on specialized tasks
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.