Pathology Classification on NIH ChestX-ray14
66.3AccuracyCheXthought-VLM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CheXthought-VLMvisual attention training=with2026.04 | 66.3 | 63.8 | 73.3 | 59.3 | |
| CheXthought-CoTvisual attention training=without2026.04 | 64.3 | 59.6 | 76 | 52.7 | |
| MedGemma 1.52026.04 | 60.7 | 55 | 73.3 | 48 | |
| CheXpert-Report2026.04 | 57.7 | 54.5 | 64.7 | 50.7 | |
| Qwen3-VL-8B-Thinking2026.04 | 51 | 13 | 94.7 | 7.3 | |
| Synthetic-CoT2026.04 | 28.3 | 17 | 42 | 14.7 |