Summarization on MIMIC (test)
28.2ROUGE-1Routing Heuristic (Sentence Unitization)
Evaluation Results
| Method | Links | |
|---|---|---|
| Routing Heuristic (Sentence Unitization)Unitization=Sentence, Budget (Tokens)=1024, Policy=MMR2026.05 | 28.2 | |
| Routing Heuristic (Sliding Unitization)Unitization=Sliding, Budget (Tokens)=2048, Policy=RCD2026.05 | 28.1 | |
| Routing Heuristic (Hierarchical Unitization)Unitization=Hierarchical, Budget (Tokens)=1024, Policy=MMR2026.05 | 27.9 | |
| Routing Heuristic (Sliding Unitization)Unitization=Sliding, Budget (Tokens)=1024, Policy=MMR2026.05 | 27.8 | |
| Routing Heuristic (Cluster Unitization)Unitization=Cluster, Budget (Tokens)=2048, Policy=RCD2026.05 | 27.8 | |
| Routing Heuristic (Cluster Unitization)Unitization=Cluster, Budget (Tokens)=1024, Policy=MMR2026.05 | 27.5 | |
| Routing Heuristic (Sentence Unitization)Unitization=Sentence, Budget (Tokens)=2048, Policy=RCD2026.05 | 27.3 | |
| Routing Heuristic (Hierarchical Unitization)Unitization=Hierarchical, Budget (Tokens)=2048, Policy=RCD2026.05 | 27.1 | |
| Routing Heuristic (Sentence Unitization)Unitization=Sentence, Budget (Tokens)=512, Policy=Lead2026.05 | 26.4 | |
| Routing Heuristic (Hierarchical Unitization)Unitization=Hierarchical, Budget (Tokens)=512, Policy=Lead2026.05 | 26.2 | |
| Routing Heuristic (Cluster Unitization)Unitization=Cluster, Budget (Tokens)=512, Policy=Lead2026.05 | 25.8 | |
| Routing Heuristic (Sliding Unitization)Unitization=Sliding, Budget (Tokens)=512, Policy=Lead2026.05 | 25.5 | |
| Routing Heuristic (Sentence Unitization)Unitization=Sentence, Budget (Tokens)=256, Policy=Lead2026.05 | 24.7 | |
| Routing Heuristic (Hierarchical Unitization)Unitization=Hierarchical, Budget (Tokens)=256, Policy=Lead2026.05 | 24.6 | |
| Routing Heuristic (Sliding Unitization)Unitization=Sliding, Budget (Tokens)=256, Policy=Lead2026.05 | 23.8 | |
| Routing Heuristic (Cluster Unitization)Unitization=Cluster, Budget (Tokens)=256, Policy=Lead2026.05 | 23 |