Multilingual Multimodal Understanding on MMMB
76.9Score (AR)jina-vlm
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| jina-vlm2025.12 | 76.9 | 80 | 82 | 79.2 | 79.2 | 75.5 | 78.8 | — | |
| Qwen3-VL-2Bparameters=2B, evaluated_by=VLMEvalKit2025.12 | 72.7 | 75.7 | 80.7 | 75 | 75.9 | 68.5 | 75 | — | |
| InternVL3-2Bparameters=2B2025.12 | 68.6 | 78.3 | 81.9 | 75.4 | 74.6 | 62.9 | 73.6 | — | |
| InternVL3.5-2Bparameters=2B2025.12 | 68.5 | 77.7 | 80.2 | 75.9 | 76.3 | 69.1 | 74.6 | — | |
| Qwen2-VL-2Bparameters=2B2025.12 | 68.3 | 74.2 | 78.3 | 72.6 | 72.8 | 61.8 | 71.3 | — | |
| InternVL3.5-2B# Total Params=2.3B, Evaluation Toolkit=VLMEvalKit2025.11 | — | — | — | — | — | — | — | 75.86 | |
| LFM2-VL-3B# Total Params=3.0B, Evaluation Toolkit=VLMEvalKit2025.11 | — | — | — | — | — | — | — | 81.52 | |
| Qwen2.5-VL-3B# Total Params=3.75B, Evaluation Toolkit=VLMEvalKit2025.11 | — | — | — | — | — | — | — | 77.6 | |
| Qwen3-VL-2B# Total Params=2.1B, Evaluation Toolkit=VLMEvalKit2025.11 | — | — | — | — | — | — | — | 74.11 | |
| SmolVLM2-2.2B# Total Params=2.2B, Evaluation Toolkit=VLMEvalKit2025.11 | — | — | — | — | — | — | — | 57.82 |