Disease Diagnosis on PET-Bench
54.78DD ScoreGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4oSetting=Zero-shot, Category=Proprietary MLLMs2026.01 | 54.78 | |
| InternVL2.5-38BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 49.89 | |
| GPT-5Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 49.47 | |
| Gemini-2.5-proSetting=Zero-shot, Category=Proprietary MLLMs2026.01 | 48.41 | |
| InternVL3-78BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 47.13 | |
| Qwen3-VL-30BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 40.98 | |
| Qwen2.5VL-72BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 40.98 | |
| Lingshu-32BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 39.27 | |
| Shizhen2.5VL-32BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 36.73 | |
| Shizhen2.5VL-7BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 36.31 | |
| Qwen2.5-VL-7BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 33.76 | |
| InternVL2.5-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 33.55 | |
| MedGemma-4BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 33.55 | |
| InternVL3-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 32.48 | |
| MedGemma-27BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 28.03 | |
| Claude-sonnet-4.5Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 27.6 | |
| InternVL3.5-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 26.33 | |
| Grok-4Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 24.77 | |
| Lingshu-7BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 21.23 |