Tumor Analysis on DeepTumorVQA
73.3Recognition AccuracyTumorChain-7B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TumorChain-7BModel Category=Open-Source Models, Zero-Shot=true2026.03 | 73.3 | 53.31 | 45.93 | 57.51 | |
| MedVLM-R1-2BModel Category=Open-Source Models2026.03 | 56.41 | 38.27 | 33.33 | 42.67 | |
| Gemini2.0-FlashModel Category=Commercial Models2026.03 | 50.88 | 33.81 | 35.06 | 39.92 | |
| Lingshu-7BModel Category=Open-Source Models2026.03 | 50.24 | 36.19 | 37.78 | 41.4 | |
| RadFMModel Category=Open-Source Models2026.03 | 50.19 | 39.82 | 30.87 | 40.29 | |
| MiniCPM-V4.5-9BModel Category=Open-Source Models2026.03 | 50.14 | 33.69 | 42.86 | 42.23 | |
| InternVL-2.5-8BModel Category=Open-Source Models2026.03 | 50.06 | 31.35 | 44.2 | 41.87 | |
| GPT-5-miniModel Category=Commercial Models2026.03 | 49.29 | 35.57 | 29.87 | 38.24 | |
| Qwen2.5-VL-7BModel Category=Open-Source Models2026.03 | 45.31 | 36.94 | 37.04 | 39.76 | |
| HealthGPT-3.8BModel Category=Open-Source Models2026.03 | 43.32 | 30.68 | 39.75 | 37.92 | |
| Claude3-HaikuModel Category=Commercial Models2026.03 | 38.7 | 31.53 | 34.81 | 35.01 | |
| M3D-Phi-3-4BModel Category=Open-Source Models2026.03 | 29.53 | 23.22 | 23.7 | 25.48 |