| Paper | Code | BERTScore (F1) | ROUGE-1 | ROUGE-2 | ROUGE-L | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization | 61.59 | 30.44 | 6.40 | 17.95 | NexusSum (Mistral Large) | 2025-05-30 | |
| End-to-End Long Document Summarization using Gradient Caching | 61.59 | CachED (BART Large) | 2025-01-03 | ||||
| End-to-End Long Document Summarization using Gradient Caching | 59.9 | SLED (BART Large) | 2025-01-03 | ||||
| End-to-End Long Document Summarization using Gradient Caching | 58.5 | Unlimiformer (BART Base) | 2025-01-03 | ||||
| NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization | 57.23 | 29.18 | 7.43 | 19.06 | Zero-Shot (Mistral Large) | 2025-05-30 |