Abnormal Area Detection on PET-Bench
72.73AADInternVL3.5-8B
Evaluation results
| Method | Links | |
|---|---|---|
| InternVL3.5-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 72.73 | |
| Gemini-2.5-proSetting=Zero-shot, Category=Proprietary MLLMs2026.01 | 70.44 | |
| Lingshu-32BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 67.02 | |
| GPT-5Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 65.67 | |
| InternVL3-78BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 64.61 | |
| Shizhen2.5VL-32BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 64.48 | |
| Lingshu-7BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 64.1 | |
| InternVL2.5-38BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 62.2 | |
| Qwen2.5VL-72BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 57.04 | |
| Qwen2.5-VL-7BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 54.25 | |
| GPT-4oSetting=Zero-shot, Category=Proprietary MLLMs2026.01 | 52.6 | |
| Shizhen2.5VL-7BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 49.89 | |
| Grok-4Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 40.51 | |
| InternVL2.5-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 36.83 | |
| MedGemma-4BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 32.68 | |
| Claude-sonnet-4.5Setting=Zero-shot, Category=Proprietary MLLMs2026.01 | 32.64 | |
| InternVL3-8BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 26.81 | |
| Qwen3-VL-30BSetting=Zero-shot, Category=Open-Source MLLMs2026.01 | 26.6 | |
| MedGemma-27BSetting=Zero-shot, Category=Open-Source Medical MLLMs2026.01 | 25.24 |