Document Understanding, OCR & Charts on MMLongBench Doc
57.5ScoreNemotron 3 Nano Omni
Evaluation results
| Method | Links | |
|---|---|---|
| Nemotron 3 Nano OmniOpen-Source=true, Size=30B-A3B, Reasoning=on2026.04 | 57.5 | |
| Qwen3.5-OmniOpen-Source=false, Size=Flash2026.04 | 53.6 | |
| Qwen3-OmniOpen-Source=true, Size=30B-A3B2026.04 | 49.5 | |
| Nemotron 3 Nano OmniOpen-Source=true, Size=30B-A3B, Reasoning=off2026.04 | 46.1 | |
| LoMoModel=Qwen3.5-9B, Evaluation Protocol=Standard Evaluation2026.05 | 42.9 | |
| Standard SFTModel=Qwen3.5-9B, Evaluation Protocol=Standard Evaluation2026.05 | 40.79 | |
| Nemotron Nano V2 VLOpen-Source=true, Size=12B, Reasoning=on2026.04 | 38 | |
| LoMoModel=Qwen3.5-9B, Evaluation Protocol=Rendered Evaluation2026.05 | 36.57 | |
| Nemotron Nano V2 VLOpen-Source=true, Size=12B, Reasoning=off2026.04 | 32.1 | |
| Standard SFTModel=Qwen3.5-9B, Evaluation Protocol=Rendered Evaluation2026.05 | 28.87 | |
| LoMoModel=LLaVA-OV1.5-8B, Evaluation Protocol=Standard Evaluation2026.05 | 18.06 | |
| Standard SFTModel=LLaVA-OV1.5-8B, Evaluation Protocol=Standard Evaluation2026.05 | 15.49 | |
| LoMoModel=LLaVA-OV1.5-8B, Evaluation Protocol=Rendered Evaluation2026.05 | 6.69 | |
| Standard SFTModel=LLaVA-OV1.5-8B, Evaluation Protocol=Rendered Evaluation2026.05 | 3.94 |