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Summarization on MultiNews (test)

4.98Comprehensiveness

Chain-of-Thought (CoT)

Updated 4d ago

Evaluation Results

Method	Links
Chain-of-Thought (CoT) 2025.12		4.98	-	-	-	-	4.24	5
COT 2025.12		4.98	-	-	-	-	4.24	5
Iterative Refine (IR) 2025.12		4.96	-	-	-	-	4.51	4.97
IR 2025.12		4.96	-	-	-	-	4.51	4.97
Self-Consistency (SC) 2025.12		4.95	-	-	-	-	4.59	4.98
SC 2025.12		4.95	-	-	-	-	4.59	4.98
Vanilla 2025.12		4.94	-	-	-	-	4.56	4.99
Vanilla 2025.12		4.94	-	-	-	-	4.56	4.99
Decomposition (Deco) 2025.12		4.92	-	-	-	-	4.1	4.98
Deco 2025.12		4.92	-	-	-	-	4.1	4.98
Plan-then-Write (Plan) 2025.12		4.91	-	-	-	-	4.14	4.95
Plan 2025.12		4.91	-	-	-	-	4.14	4.95
o3 2025.12		4.86	-	-	-	-	4.67	4.97
o3 2025.12		4.86	-	-	-	-	4.67	4.97
Cited Summarization (Cite) 2025.12		4.83	-	-	-	-	4.84	4.98
Cite 2025.12		4.83	-	-	-	-	4.84	4.98
o1 2025.12		4.8	-	-	-	-	4.63	4.92
o1 2025.12		4.8	-	-	-	-	4.63	4.92
GPT-5 2025.12		4.79	-	-	-	-	4.2	4.98
GPT-5 2025.12		4.79	-	-	-	-	4.2	4.98
Extract-to-Abstract (E2A) 2025.12		4.68	-	-	-	-	4.82	4.99
E2A 2025.12		4.68	-	-	-	-	4.82	4.99
Question-Answer Guided (QAG) 2025.12		1.93	-	-	-	-	3.97	4.98
QA-G 2025.12		1.93	-	-	-	-	3.97	4.98
Gold 2022.11		-	4.7	4.7	4.93	4.77	-	-
GPT-3.5 2022.11		-	4.97	4.73	3.07	2.73	-	-
PEGASUS 2022.11		-	4.23	3.95	3.53	3.72	-	-
BART-PT 2022.11		-	4.17	3.8	3.27	3.63	-	-
UNISUMM 2022.11		-	4.63	4.17	4.07	4.3	-	-