Benchmark
CC-OCR
A comprehensive OCR benchmark for evaluating Large Multimodal Models (LMMs) in literacy. Comprises four OCR-centric tracks: multi-scene text reading…
- Modality
- multimodal
- Categories
- multimodal, structured_output, text-to-image, vision
- Openness
- unknown
- Source
- llm_stats
- Reported scores
- 18
Reported scores
llm_stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Qwen2.5 VL 32B Instruct | Qwen | 0.771 | 2025-02-28 | evidence |
| Qwen2.5 VL 72B Instruct | Qwen | 0.798 | 2025-01-26 | evidence |
| Qwen2.5 VL 7B Instruct | Qwen | 0.778 | 2025-01-26 | evidence |
| Qwen3 VL 235B A22B Instruct | Qwen | 0.822 | 2025-09-22 | evidence |
| Qwen3 VL 235B A22B Thinking | Qwen | 0.815 | 2025-09-22 | evidence |
| Qwen3 VL 30B A3B Instruct | Qwen | 0.807 | 2025-09-22 | evidence |
| Qwen3 VL 30B A3B Thinking | Qwen | 0.778 | 2025-09-22 | evidence |
| Qwen3 VL 32B Instruct | Qwen | 0.803 | 2025-09-22 | evidence |
| Qwen3 VL 4B Instruct | Qwen | 0.762 | 2025-09-22 | evidence |
| Qwen3 VL 4B Thinking | Qwen | 0.738 | 2025-09-22 | evidence |
| Qwen3 VL 8B Instruct | Qwen | 0.799 | 2025-09-22 | evidence |
| Qwen3 VL 8B Thinking | Qwen | 0.763 | 2025-09-22 | evidence |
| Qwen3.5-122B-A10B | Qwen | 0.818 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.81 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.807 | 2026-02-24 | evidence |
| Qwen3.6 Plus | Qwen | 0.834 | 2026-04-02 | evidence |
| Qwen3.6-27B | Qwen | 0.812 | 2026-04-21 | evidence |
| Qwen3.6-35B-A3B | Qwen | 0.819 | 2026-04-16 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.