Timeline Summarization on Entities (test) benchmark leaderboard · SOTA2 Research

Timeline Summarization on Entities (test)

7.5AR-1LLM-TLS

Evaluation Results

Method	Links
LLM-TLS2026.06		7.5	2.7	20.9
NTS-CoT2026.06		7.5	2.7	23
One-shot2026.06		6.8	2.5	20.1
DATEWISE2026.06		5.7	1.7	20.5
CLUST2026.06		5.1	1.5	17.4
SDF2026.06		5.1	1.4	19.7
Standard-Cot2026.06		5	1.5	21.4
Zero-shot2026.06		4.8	1.6	19.3
MARTSCHAT2026.06		4.2	0.9	16.7