Medical Visual Question Answering on RadImageNet-VQA
64AccuracyLINGSHU-7B + MED-SCOUT
Evaluation results
| Method | Links | |
|---|---|---|
| LINGSHU-7B + MED-SCOUTParameters=7B, Enhancement=Med-Scout2026.01 | 64 | |
| LINGSHU-7BParameters=7B, Model Category=Medical MLLM2026.01 | 61.2 | |
| GEMINI-3-FLASHModel Type=Proprietary2026.01 | 60.7 | |
| GPT-5Model Type=Proprietary2026.01 | 59.1 | |
| INTERNVL3-8BParameters=8B, Model Category=General-purpose MLLM2026.01 | 58.4 | |
| QWEN2.5-VL-7B-INSTRUCTParameters=7B, Model Category=General-purpose MLLM2026.01 | 55.7 | |
| QWEN2.5-VL-3B-INSTRUCTParameters=3B, Model Category=General-purpose MLLM2026.01 | 54.1 | |
| HUATUOGPT-VISION-7B + MED-SCOUTParameters=7B, Enhancement=Med-Scout2026.01 | 52.1 | |
| MEDGEMMA-4B-ITParameters=4B, Model Category=Medical MLLM2026.01 | 49.8 | |
| HUATUOGPT-VISION-7BParameters=7B, Model Category=Medical MLLM2026.01 | 48.8 | |
| QWEN3-VL-4B-INSTRUCT + MED-SCOUTParameters=4B, Enhancement=Med-Scout2026.01 | 45.7 | |
| QWEN3-VL-8B-INSTRUCT + MED-SCOUTParameters=8B, Enhancement=Med-Scout2026.01 | 45.3 | |
| LLAVA-MED-7BParameters=7B, Model Category=Medical MLLM2026.01 | 44.3 | |
| QWEN3-VL-8B-INSTRUCTParameters=8B, Model Category=General-purpose MLLM2026.01 | 41.6 | |
| QWEN3-VL-4B-INSTRUCTParameters=4B, Model Category=General-purpose MLLM2026.01 | 41.5 | |
| Qwen3-VL-8B-Instruct(MRPO)2026.06 | 40.2 | |
| InternVL3-8B-Instruct(MRPO)2026.06 | 39.15 | |
| InternVL3-8B-Instruct2026.06 | 37.6 | |
| HuatuoGPT-Vision-34B2026.06 | 33.6 | |
| Qwen3-VL-8B-Instruct2026.06 | 33.15 | |
| HuatuoGPT-Vision-7B2026.06 | 32.7 | |
| Qwen3-VL-8B-Thinking2026.06 | 31.2 | |
| Chiron-o1-8B2026.06 | 29.85 | |
| Qwen2.5-VL-7B-Instruct(MRPO)2026.06 | 29.65 | |
| MedVLThinker-7B2026.06 | 28.85 | |
| Qwen2.5-VL-7B-Instruct2026.06 | 27.2 | |
| QoQ-Med-7B2026.06 | 26.6 | |
| MedVLM-R1-2B2026.06 | 25.1 | |
| LLaVA-v1.6-34B2026.06 | 24.9 | |
| LLaVA-Med-v1.5-7B2026.06 | 23.6 | |
| LLaVA-v1.6-7B2026.06 | 21.6 |