OCRBench v2
OCRBench v2 evaluates large multimodal models on bilingual visual text localization and reasoning tasks.
44rows
averageprimary metric
2026-05-06sampled
Metadata
Metrics
Average, Recognition, Referring, Spotting, Extraction, Parsing, Calculation, Understanding, Reasoning
| Rank | Subject | Average | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | KDL Frontier🥇 | 68.10 | — | Imported | 2026-05-06 |
| 2 | NVIDIA Nemotron 3 Nano Omni 30B A3B🥈 | 65.80 |  Nemotron 3 Nano Omni nvidia-nemotron-3-nano-omni-30b-a3b-reasoning | Imported | 2026-05-06 |
| 3 | Gemini 3 Pro Preview🥉 | 63.40 |  Gemini 3 google-gemini-3 | Imported | 2026-05-06 |
| 4 | Seed1.6-vision | 62.20 | — | Imported | 2026-05-06 |
| 5 | TeleMM-2.0 | 61.80 | — | Imported | 2026-05-06 |
| 6 | Qwen3-Omni-30B-A3B-Instruct | 61.30 | — | Imported | 2026-05-06 |
| 7 | Nemotron Nano V2 VL | 61.20 | — | Imported | 2026-05-06 |
| 8 | Gemini-2.5-Pro | 59.30 | Gemini 2.5 Pro google-gemini-2.5-pro | Imported | 2026-05-06 |
| 9 | GLM-4.6V-Flash | 59 | — | Imported | 2026-05-06 |
| 10 | Qwen3.5-9B | 58.70 |  Qwen3.5-9B qwen-qwen3.5-9b | Imported | 2026-05-06 |
| 11 | Llama-3.1-Nemotron-Nano-VL-8B-V1 | 56.40 | — | Imported | 2026-05-06 |
| 12 | GPT5-2025-08-07 | 55.50 |  GPT-5 openai-gpt-5 | Imported | 2026-05-06 |
| 13 | Ovis2.5-8B | 54.10 | — | Imported | 2026-05-06 |
| 14 | Gemini1.5-Pro | 51.60 | — | Imported | 2026-05-06 |
| 15 | GPT-5.2 | 50.50 | GPT-5.2 openai-gpt-5.2 | Imported | 2026-05-06 |
| 16 | Claude Opus 4.6 | 48.40 |  Claude Opus 4.6 anthropic-claude-opus-4.6 | Imported | 2026-05-06 |
| 17 | MiniCPM-o-4.5 | 44.90 | — | Imported | 2026-05-06 |
| 18 | Molmo2-8B | 44.70 | — | Imported | 2026-05-06 |
| 19 | dots.mocr | 43.30 | — | Imported | 2026-05-06 |
| 19 | Ministral-3-14B | 43.30 | — | Imported | 2026-05-06 |
| 21 | Youtu-VL-4B-Instruct | 42.30 | — | Imported | 2026-05-06 |
| 22 | Phi-4-multimodal-instruct | 38.10 | — | Imported | 2026-05-06 |
| 1 | TeleMM-2.0🥇 | 66.20 | — | Imported | 2026-05-06 |
| 2 | Qwen3.5-9B🥈 | 64.10 | Qwen3.5-9B qwen-qwen3.5-9b | Imported | 2026-05-06 |
| 3 | Gemini 3 Pro Preview🥉 | 63.80 | Gemini 3 google-gemini-3 | Imported | 2026-05-06 |
| 4 | Gemini-2.5-Pro | 62.20 | Gemini 2.5 Pro google-gemini-2.5-pro | Imported | 2026-05-06 |
| 5 | MiniCPM-o-4.5 | 61.50 | — | Imported | 2026-05-06 |
| 6 | KDL Frontier | 61.20 | — | Imported | 2026-05-06 |
| 7 | Seed1.6-vision | 60.50 | — | Imported | 2026-05-06 |
| 8 | Qwen3-Omni-30B-A3B-Instruct | 60 | — | Imported | 2026-05-06 |
| 9 | Claude Opus 4.6 | 59.80 | Claude Opus 4.6 anthropic-claude-opus-4.6 | Imported | 2026-05-06 |
| 10 | GLM-4.6V-Flash | 59.50 | — | Imported | 2026-05-06 |
| 11 | NVIDIA Nemotron 3 Nano Omni 30B A3B | 59 | Nemotron 3 Nano Omni nvidia-nemotron-3-nano-omni-30b-a3b-reasoning | Imported | 2026-05-06 |
| 12 | MiniCPM-V-4.5-8B | 58.80 | — | Imported | 2026-05-06 |
| 13 | SAIL-VL2-8B | 57.60 | — | Imported | 2026-05-06 |
| 14 | Ovis2-8B | 56 | — | Imported | 2026-05-06 |
| 15 | WeThink-Qwen2.5VL-7B | 55.80 | — | Imported | 2026-05-06 |
| 16 | Kimi-VL-A3B-16B | 54.10 | — | Imported | 2026-05-06 |
| 17 | Youtu-VL-4B-Instruct | 54.10 | — | Imported | 2026-05-06 |
| 18 | GPT-5.2 | 52.60 | GPT-5.2 openai-gpt-5.2 | Imported | 2026-05-06 |
| 19 | dots.mocr | 50.60 | — | Imported | 2026-05-06 |
| 20 | Ministral-3-14B | 44 | — | Imported | 2026-05-06 |
| 21 | Phi-4-multimodal-instruct | 37.30 | — | Imported | 2026-05-06 |
| 22 | Molmo2-8B | 21.10 | — | Imported | 2026-05-06 |
No matching rows.