Time-Sensitive News Retrieval on Syft News benchmark leaderboard · SOTA2 Research

Time-Sensitive News Retrieval on Syft News

0.555Recall@100 (Slice 6.11)DynaTree

Evaluation Results

Method	Links
DynaTree2026.05		0.555	0.664	0.579	0.709	0.507	0.796	0.473	0.786	0.408	0.791	0.36	0.844	0.446	0.709	0.475	0.757
Reflexion2026.05		0.426	0.561	0.395	0.611	0.405	0.726	0.372	0.713	0.32	0.72	0.282	0.768	0.344	0.647	0.364	0.678
GraphRAG2026.05		0.421	0.548	0.427	0.632	0.379	0.677	0.367	0.662	0.314	0.715	0.278	0.728	0.358	0.616	0.363	0.654
KG2RAG2026.05		0.413	0.583	0.414	0.621	0.411	0.714	0.404	0.73	0.324	0.75	0.302	0.795	0.391	0.674	0.38	0.695
ReAct2026.05		0.409	0.562	0.392	0.599	0.403	0.727	0.399	0.716	0.345	0.764	0.295	0.794	0.375	0.655	0.374	0.688
Self-RAG2026.05		0.382	0.545	0.408	0.618	0.373	0.666	0.362	0.685	0.322	0.708	0.281	0.788	0.349	0.613	0.354	0.66
HyDE2026.05		0.382	0.538	0.421	0.593	0.383	0.676	0.358	0.646	0.296	0.661	0.264	0.73	0.343	0.61	0.35	0.636
FreshLLMs2026.05		0.374	0.45	0.354	0.512	0.323	0.578	0.313	0.581	0.274	0.599	0.253	0.679	0.319	0.527	0.316	0.561
RAPTOR2026.05		0.357	0.519	0.41	0.591	0.358	0.654	0.359	0.662	0.293	0.676	0.257	0.73	0.327	0.612	0.337	0.635