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Abstractive Summarization on BookSum sampled (test)

17.71ROUGE Score

Iterative Refine (IR)

Updated 4d ago

Evaluation Results

Method	Links
Iterative Refine (IR) 2025.12		17.71	85.84
Self-Consistency (SC) 2025.12		17.68	85.76
o3 2025.12		17.68	85.18
Vanilla 2025.12		17.49	85.76
Question-Answer Guided (QAG) 2025.12		17.49	85.47
Extract-to-Abstract (E2A) 2025.12		17.49	85.77
GPT-5 2025.12		17.39	84.75
Decomposition (Deco) 2025.12		17.15	85.66
o1 2025.12		17.12	84.69
Cited Summarization (Cite) 2025.12		16.34	85.64
Chain-of-Thought (CoT) 2025.12		14.87	84.65
Plan-then-Write (Plan) 2025.12		14.4	84.69