NVILA: benchmark results
Provider: Other.
Aggregate Rating 1531 ± 44, rank #1932 of 10916 rated models, from 8 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| MMMU Benchmark | 58.7 | Validation Score | 60.1 |
| Video-MME - Long Videos (w/ subs) | 63.3 | Accuracy (%) | 60 |
| Video-MME - Short Videos (w/ subs) | 77.6 | Accuracy (%) | 60 |
| Video-MME - Short Videos (w/o subs) | 75.7 | Accuracy (%) | 60 |
| Video-MME - Medium Videos (w/ subs) | 69 | Accuracy (%) | 58 |
| VideoMME w sub. | 70 | Score (imported) | 55.5 |
| Video-MME - Long Videos (w/o subs) | 54.8 | Accuracy (%) | 50 |
| Video-MME - Medium Videos (w/o subs) | 62.2 | Accuracy (%) | 49 |
Interactive version: theaggregate.ai/model?slug=nvila · How It Works · Data refreshed daily, snapshot 2026-11-08.