MMLongBench-Doc leaderboard
1 ranked models · higher is better
View accessible chart data
| Model | Rank | Provider | Score |
|---|---|---|---|
| Nemotron 3 Nano Omni 30B A3B | #1 | NVIDIA | 57.5% |
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Multimodal · Benchmark profile
A long-document multimodal benchmark for grounded reasoning over extended document contexts.
Data verified 21 Jul 2026 · Methodology 1.6.0
Benchmark score on MMLongBench-Doc
Nemotron 3 Nano Omni 30B A3B leads at 57.5%.
Visual analysis
Switch between model placement, score distribution and descriptive provider averages. Every view uses the same sourced leaderboard.
1 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Nemotron 3 Nano Omni 30B A3B | #1 | NVIDIA | 57.5% |
One best score per model · higher is better
| Rank | Model | Provider | License | Evidence use | Score |
|---|---|---|---|---|---|
| #1 | Nemotron 3 Nano Omni 30B A3B nemotron-3-nano-omni-30b-a3b | NVIDIA | open | Estimated reference | 57.5% |
About MMLongBench-Doc
A long-document multimodal benchmark for grounded reasoning over extended document contexts. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
A long-document multimodal benchmark for grounded reasoning over extended document contexts.
Nemotron 3 Nano Omni 30B A3B by NVIDIA currently leads with 57.5%.
1 model in the LuminaBench cohort have a qualifying score on this benchmark.
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