Chest ImaGenome
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anatomy-Grounded Report Generation | Chest ImaGenome subset | Hallucination Rate (Abnormal Findings)1 | 14 | |
| Visual Grounding | Chest-Imagenome (test) | mAP@0.584.9 | 8 | |
| Anatomy Grounding | Chest-ImaGenome | IoU0.73 | 6 | |
| Grounded Captioning | Chest-ImaGenome | BERTScore0.65 | 6 | |
| Grounded Diagnosis | Chest-ImaGenome | BERTScore0.63 | 6 | |
| Temporal Classification | Chest ImaGenome | Temporal Acc49.3 | 3 | |
| Longitudinal pathology change prediction | Chest ImaGenome (test) | D1 Accuracy67 | 3 | |
| Temporal Change Classification | Chest ImaGenome 22,553 samples (test) | Accuracy48 | 1 | |
| Temporal Grounding | Chest ImaGenome (test) | mIoU0.772 | 1 | |
| Report Generation | Chest ImaGenome (test) | BLEU-40.26 | 1 | |
| Spatial Grounding | Chest ImaGenome | Grounding Accuracy (IoU>0.5)90.2 | 1 |
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