Chest X-ray Report Generation (Impressions) on Longitudinal Chest X-ray Reports (test)
16.7BLEU-1Dir-Hausdorff / knn
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Dir-Hausdorff / knnTransition Signal Method=Dir-Hausdorff, Selection Strategy=knn2026.06 | 16.7 | 15.3 | 13.6 | 16.2 | 17.3 | 6.2 | 43 | |
| Dir-Hausdorff / minTransition Signal Method=Dir-Hausdorff, Selection Strategy=min2026.06 | 16.6 | 15.3 | 13.6 | 16.2 | 17.4 | 6.2 | 43 | |
| Novelty / minTransition Signal Method=Novelty, Selection Strategy=min2026.06 | 16.5 | 15.3 | 13.7 | 16.1 | 17.3 | 6.2 | 43.5 | |
| Novelty / knnTransition Signal Method=Novelty, Selection Strategy=knn2026.06 | 16.5 | 15.3 | 13.7 | 16.1 | 17.3 | 6.3 | 43.3 | |
| Cost-OT / knnTransition Signal Method=Cost-OT, Selection Strategy=knn2026.06 | 16.4 | 15.3 | 13.6 | 16 | 17.3 | 6.4 | 43.7 | |
| Mean of transition methodsAggregation=Mean2026.06 | 16.4 | 15.3 | 13.7 | 16 | 17.3 | 6.3 | 43.5 | |
| Mean-Shift / minTransition Signal Method=Mean-Shift, Selection Strategy=min2026.06 | 16.3 | 15.3 | 13.7 | 15.9 | 17.4 | 6.4 | 44 | |
| Mean-Shift / knnTransition Signal Method=Mean-Shift, Selection Strategy=knn2026.06 | 16.3 | 15.2 | 13.6 | 15.9 | 17.2 | 6.4 | 43.8 | |
| Cost-OT / minTransition Signal Method=Cost-OT, Selection Strategy=min2026.06 | 16.3 | 15.2 | 13.7 | 16 | 17.3 | 6.4 | 43.8 | |
| Random baseline (reference)Selection Strategy=uniform pick2026.06 | 15.9 | 14.3 | 12.6 | 15.5 | 16.8 | 5.7 | 42.6 |