ANCE

Reported on 3 benchmarks across 1 task · 2 papers · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing3 results

Information RetrievalonNatural Questions
Precision@100· 2020-07-01
87.5
best: 90.4 (ReAtt)
SOTA
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval arXiv:2007.00808
Information RetrievalonNatural Questions
Precision@20· 2020-07-01
81.9
best: 86 (ReAtt)
SOTA
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval arXiv:2007.00808
Information RetrievalonMSMARCO (BEIR)
nDCG@10· 2021-04-17
0.388
best: 0.413 (BM25+CE)
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models arXiv:2104.08663