Pathology Classification on MIMIC-CXR
59AccuracyCheXthought-VLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CheXthought-VLMvisual attention training=with2026.04 | 59 | 54.6 | 68.7 | 49.3 | |
| MedGemma 1.52026.04 | 56.3 | 61.6 | 42.7 | 70 | |
| CheXpert-Report2026.04 | 43.3 | 48.2 | 34 | 52.7 | |
| CheXthought-CoTvisual attention training=without2026.04 | 40.3 | 43.2 | 35.3 | 45.3 | |
| Qwen3-VL-8B-Thinking2026.04 | 29.7 | 1.9 | 58 | 1.3 | |
| Synthetic-CoT2026.04 | 21.7 | 19.8 | 24 | 19.3 |