| agents-on-bfclv4 | LFM2.5-VL-450M | – | Accuracy: 21.08 |
| instruction-following-on-multi-if | LFM2.5-VL-450M | – | Accuracy: 34.63 |
| multi-task-language-understanding-on-mmlu-pro | LFM2.5-VL-450M | – | Accuracy: 19.32 |
| multimodal-reasoning-on-mmmu | LFM2.5-VL-450M | – | Accuracy: 32.67 |
| object-counting-on-countbench | LFM2.5-VL-450M | – | Accuracy: 73.31 |
| object-hallucination-evaluation-on-pope | LFM2.5-VL-450M | – | F1: 86.93 |
| optical-character-recognition-ocr-on-ocrbench | LFM2.5-VL-450M | – | Score: 684 |
| vision-language-understanding-on-mmstar | LFM2.5-VL-450M | – | Accuracy: 43.00 |
| visual-question-answering-on-mm-vet | LFM2.5-VL-450M | – | GPT-4 score: 41.10 |
| visual-question-answering-vqa-on-blink | LFM2.5-VL-450M | – | Accuracy: 43.92 |
| visual-question-answering-vqa-on-realworldqa | LFM2.5-VL-450M | – | Accuracy: 58.43 |