ResearchBenchmarksInformation Retrieval on MS MARCO Document RankingInformation Retrieval on MS MARCO Document RankingFollow48.8nDCG@10SSR-CLS38.441.143.846.5May 28, 2026Evaluation resultsMethodMethodLinksnDCG@10Latency (ms)SSR-CLSmax sequence length=4096max sequence length=40962026.0548.829.3SSR-tokmax sequence length=4096max sequence length=40962026.0548.327.5XTRmax sequence length=4096max sequence length=40962026.0548.152.6ColBERTv2max sequence length=4096max sequence length=40962026.0541.579.3COILmax sequence length=4096max sequence length=40962026.0538.818.8