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SAMSum

아카이브 평가 12건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
모델	원본 지표·값	논문	구현
OmniVec2	ROUGE-1 59.1 ROUGE-2 34.1 ROUGE-L 63.7 BertScoreF1 65.1	OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning 2024-01-01	연결 없음
InstructDS	ROUGE-1 55.3 ROUGE-2 31.3 ROUGE-L 46.7 BertScoreF1 55.5	Instructive Dialogue Summarization with Query Aggregations 2023-10-17	코드 1
MoCa	ROUGE-1 55.13 ROUGE-2 30.57 ROUGE-L 50.88	Momentum Calibration for Text Generation 2022-12-08	연결 없음
PEGASUS 2B + SliC	ROUGE-1 54.37 ROUGE-2 29.88 ROUGE-L 45.89	Calibrating Sequence likelihood Improves Conditional Language Generation 2022-09-30	연결 없음
ConDigSum	ROUGE-1 54.3 ROUGE-2 29.3 ROUGE-L 45.2 BertScoreF1 54	Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization 2021-09-10	코드 1
SICK	ROUGE-1 53.73 ROUGE-2 28.81 ROUGE-L 49.5 BertScoreF1 71.92	Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization 2022-09-02	코드 1
HAT-CNNDM	ROUGE-1 53.01 ROUGE-2 28.27	Hierarchical Learning for Generation with Long Source Sequences 2021-04-15	연결 없음
BART-Large	ROUGE-1 52.6 ROUGE-2 27 ROUGE-L 42.1 BertScoreF1 52.1	Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization 2021-09-10	코드 1
CriSPO 3-shot	ROUGE-1 47.2 ROUGE-2 20.8 ROUGE-L 38.2	CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation 2024-10-03	코드 1
Mistral 7B + SigExt	ROUGE-1 44.1 ROUGE-L 33.9	Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization 2024-10-03	코드 1
HAT-CNNDM RL	ROUGE-L 48.84	Hierarchical Learning for Generation with Long Source Sequences 2021-04-15	연결 없음
GPT-4o (HPT)	ROUGE-L 30	Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles 2024-06-18	코드 1