Text Summarization on SummScreen
Metric: BERTScore (F1) (higher is better)
Metric: BERTScore (F1) (higher is better)
| # | Model↕ | BERTScore (F1)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NexusSum (Mistral Large) | 61.59 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |
| 2 | CachED (BART Large) | 61.59 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 3 | SLED (BART Large) | 59.9 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 4 | Unlimiformer (BART Base) | 58.5 | No | End-to-End Long Document Summarization using Gra... | 2025-01-03 | - |
| 5 | Zero-Shot (Mistral Large) | 57.23 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |