Text Summarization on MovieSum
Metric: ROUGE-1 (higher is better)
Metric: ROUGE-1 (higher is better)
| # | Model↕ | ROUGE-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | NexusSum (Mistral Large) | 44.91 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |
| 2 | Zero-Shot (Mistral Large) | 39.22 | No | NexusSum: Hierarchical LLM Agents for Long-Form ... | 2025-05-30 | - |
| 3 | Hierarchically Merging and Agent Refinement | 31.31 | No | Agent-as-Judge for Factual Summarization of Long... | 2025-01-17 | Code |