← Long-Form Narrative Summarization
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BookSum

아카이브 평가 10건 · 마지막 적재/변경

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
NexusSum (Mistral Large)
BERTScore (F1)
70.70
ROUGE (geometric mean of 1/2/L)
18.27
ROUGE-1
42.51
ROUGE-2
10.27
ROUGE-L
23.91
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
2025-05-30
연결 없음
CachED (BART Large)
BERTScore (F1)
54.4
End-to-End Long Document Summarization using Gradient Caching
2025-01-03
연결 없음
SLED (BART Large)
BERTScore (F1)
52.4
End-to-End Long Document Summarization using Gradient Caching
2025-01-03
연결 없음
Unlimiformer (BART Base)
BERTScore (F1)
51.5
End-to-End Long Document Summarization using Gradient Caching
2025-01-03
연결 없음
Zero-Shot (GPT-4o)
BERTScore (F1)
47.24
ROUGE-1
20.3
ROUGE-2
3.5
ROUGE-L
17.68
End-to-End Long Document Summarization using Gradient Caching
2025-01-03
연결 없음
Zero-Shot (Mistral Large)
BERTScore (F1)
46.42
ROUGE-1
19.63
ROUGE-2
2.99
ROUGE-L
12.0
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
2025-05-30
연결 없음
Chain of Agents (Claude 3 Opus)
ROUGE (geometric mean of 1/2/L)
17.47
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
2024-06-04
연결 없음
NexusSum (Claude 3 Haiku)
ROUGE (geometric mean of 1/2/L)
16.46
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
2025-05-30
연결 없음
Chain of Agents (Claude 3 Sonet)
ROUGE (geometric mean of 1/2/L)
14.96
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
2024-06-04
연결 없음
Chain of Agents (Claude 3 Haiku)
ROUGE (geometric mean of 1/2/L)
13.70
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
2024-06-04
연결 없음