Pathology Classification on NIH ChestX-ray14 and MIMIC-CXR Overall
62.7AccuracyCheXthought-VLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CheXthought-VLMvisual attention training=with2026.04 | 62.7 | 59.3 | 71 | 54.3 | |
| MedGemma 1.52026.04 | 58.5 | 58.7 | 58 | 59 | |
| CheXthought-CoTvisual attention training=without2026.04 | 52.3 | 50.7 | 55.7 | 49 | |
| CheXpert-Report2026.04 | 50.5 | 51.1 | 49.3 | 51.7 | |
| Qwen3-VL-8B-Thinking2026.04 | 40.3 | 6.8 | 76.3 | 4.3 | |
| Synthetic-CoT2026.04 | 25 | 18.5 | 33 | 17 |