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ResearchFormerly WizWand

Text Ranking on MS MARCO In-domain suite (TREC DL19, TREC DL20) v1 (dev test)

0.48NDCG@10 (Sparse, BM25, MS MARCO)TSARankLLM

Evaluation results

Method	Links
TSARankLLM2023.11		0.48	0.758	0.743	0.49	0.755	0.75	0.663
RankLLaMA2023.11		0.469	0.744	0.764	0.479	0.747	0.762	0.661
TSARankLLM2023.11		0.466	0.762	0.763	0.477	0.767	0.768	0.667
TSARankLLM2023.11		0.466	0.759	0.743	0.477	0.752	0.762	0.66
TSARankLLM2023.11		0.46	0.773	0.746	0.47	0.771	0.759	0.663
TSARankLLM2023.11		0.451	0.768	0.736	0.459	0.762	0.744	0.653
MonoT52023.11		0.449	0.728	0.745	0.457	0.725	0.745	0.642
TSARankLLM2023.11		0.445	0.756	0.723	0.454	0.754	0.729	0.644
MonoBERT2023.11		0.44	0.723	0.703	0.447	0.72	0.702	0.623
TSARankLLM2023.11		0.44	0.753	0.732	0.448	0.75	0.737	0.643
MonoT52023.11		0.436	0.715	0.697	0.434	0.694	0.658	0.606
MonoT52023.11		0.434	0.732	0.712	0.435	0.72	0.701	0.622
Retrieval2023.11		0.228	0.506	0.48	0.409	0.714	0.705	0.507