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Models/NexusSum (Mistral Large)

NexusSum (Mistral Large)

Reported on 17 benchmarks across 1 task · 1 paper · 11 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base17 results

  • Text SummarizationonBookSum
    BERTScore (F1)· 2025-05-30
    70.7
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonBookSum
    ROUGE (geometric mean of 1/2/L)· 2025-05-30
    18.27
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonBookSum
    ROUGE-1· 2025-05-30
    42.51
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonBookSum
    ROUGE-L· 2025-05-30
    23.91
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonSummScreen
    ROUGE-1· 2025-05-30
    30.44
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMENSA
    BERTScore (F1)· 2025-05-30
    65.73
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMENSA
    ROUGE-1· 2025-05-30
    44.91
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMENSA
    ROUGE-2· 2025-05-30
    11.43
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMovieSum
    BERTScore (F1)· 2025-05-30
    63.53
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMovieSum
    ROUGE-1· 2025-05-30
    44.91
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMovieSum
    ROUGE-2· 2025-05-30
    11.43
    SOTA
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonBookSum
    ROUGE-2· 2025-05-30
    10.27
    best: 10.53 (Echoes-Extractive-Abstractive)
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonSummScreen
    BERTScore (F1)· 2025-05-30
    61.59
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonSummScreen
    ROUGE-2· 2025-05-30
    6.4
    best: 7.43 (Zero-Shot (Mistral Large))
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonSummScreen
    ROUGE-L· 2025-05-30
    17.95
    best: 19.06 (Zero-Shot (Mistral Large))
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMENSA
    ROUGE-L· 2025-05-30
    19.23
    best: 21.52 (Zero-Shot (Mistral Large))
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575
  • Text SummarizationonMovieSum
    ROUGE-L· 2025-05-30
    19.23
    best: 22.55 (Zero-Shot (Mistral Large))
    NexusSum: Hierarchical LLM Agents for Long-Form Narrative SummarizationarXiv:2505.24575