Context Compression on PubMed
49.48ROUGE-1Hybrid Graph Priors
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Hybrid Graph Priorscompression ratio=0.302026.04 | 49.48 | 23.41 | 44.71 | 85 | 76 | |
| MemSumcompression ratio=0.302026.04 | 49.14 | 22.92 | 44.33 | 85 | 75 | |
| BERTSumcompression ratio=0.302026.04 | 49.1 | 24.3 | 36.4 | 85 | 75 | |
| HiGencompression ratio=0.302026.04 | 48.21 | 22.63 | 43.05 | 85 | 74 | |
| SigExtcompression ratio=0.302026.04 | 47.92 | 22.31 | 42.68 | 85 | 73 | |
| RankSumcompression ratio=0.302026.04 | 47.86 | 22.14 | 41.78 | 84 | 73 | |
| DANCERcompression ratio=0.302026.04 | 46.34 | 19.97 | 42.42 | 85 | 75 | |
| BIGBIRDcompression ratio=0.302026.04 | 46.32 | 20.65 | 42.33 | 85 | 75 | |
| PEGASUScompression ratio=0.302026.04 | 44.7 | 17.27 | 39.1 | 83 | 72 | |
| BARTcompression ratio=0.302026.04 | 44.61 | 19.37 | 41.01 | 84 | 74 | |
| MatchSumcompression ratio=0.302026.04 | 41.21 | 14.91 | 36.75 | 82 | 72 | |
| TextRankcompression ratio=0.302026.04 | 38.66 | 15.87 | 34.53 | 80 | 70 | |
| LEAD-3compression ratio=0.302026.04 | 26.38 | 8.73 | 16.6 | 68 | 55 |