Text Summarization on BookSum
Metric: BERTScore (F1) (higher is better)
LeaderboardDataset
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Results
Submit a result| # | Model↕ | BERTScore (F1)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NexusSum (Mistral Large) | 70.7 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |
| 2 | CachED (BART Large) | 54.4 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 3 | SLED (BART Large) | 52.4 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 4 | Unlimiformer (BART Base) | 51.5 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 5 | Zero-Shot (GPT-4o) | 47.24 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 6 | Zero-Shot (Mistral Large) | 46.42 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |