Our new X account is live! Follow @wizwand_team for updates

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

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

TSARankLLM

Updated 4d ago

Evaluation Results

Method	Links
TSARankLLM 2023.11		0.48	0.758	0.743	0.49	0.755	0.75	0.663
RankLLaMA 2023.11		0.469	0.744	0.764	0.479	0.747	0.762	0.661
TSARankLLM 2023.11		0.466	0.762	0.763	0.477	0.767	0.768	0.667
TSARankLLM 2023.11		0.466	0.759	0.743	0.477	0.752	0.762	0.66
TSARankLLM 2023.11		0.46	0.773	0.746	0.47	0.771	0.759	0.663
TSARankLLM 2023.11		0.451	0.768	0.736	0.459	0.762	0.744	0.653
MonoT5 2023.11		0.449	0.728	0.745	0.457	0.725	0.745	0.642
TSARankLLM 2023.11		0.445	0.756	0.723	0.454	0.754	0.729	0.644
MonoBERT 2023.11		0.44	0.723	0.703	0.447	0.72	0.702	0.623
TSARankLLM 2023.11		0.44	0.753	0.732	0.448	0.75	0.737	0.643
MonoT5 2023.11		0.436	0.715	0.697	0.434	0.694	0.658	0.606
MonoT5 2023.11		0.434	0.732	0.712	0.435	0.72	0.701	0.622
Retrieval 2023.11		0.228	0.506	0.48	0.409	0.714	0.705	0.507