Biomedical Abstract Generation on PMC-MAD (test)
95Cov.LED-Arxiv
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LED-ArxivTraining Strategy=Base2026.05 | 95 | 63.5 | 90.7 | 70.2 | 23.4 | 34 | 26.916 | |
| LongT5Training Strategy=Base2026.05 | 94.8 | 66.4 | 87.6 | 86.1 | 27.4 | 31.2 | 46.449 | |
| LED-PubmedTraining Strategy=Base2026.05 | 94.4 | 65.2 | 90.8 | 67 | 26.2 | 35.4 | 27.387 | |
| LongT5Training Strategy=Fine-tuned2026.05 | 91.1 | 65 | 89.5 | 71.3 | 27.7 | 36.1 | 27.002 | |
| DPR-BAG2026.05 | 89.4 | 61.7 | 86.8 | 82.8 | 18.3 | 26.6 | 50.037 | |
| LED-PubmedTraining Strategy=Fine-tuned2026.05 | 86.8 | 63.4 | 86.8 | 79.1 | 26.4 | 36.4 | 20.901 | |
| Original abstract2026.05 | 74.3 | — | — | — | — | — | 23.827 |