SGPT-CE-2.7B

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Medical3 results

Biomedical Information RetrievalonNFCorpus (BEIR)
nDCG@10· 2022-02-17
0.333
best: 0.383 (monoT5-3B)
SGPT: GPT Sentence Embeddings for Semantic Search arXiv:2202.08904
Biomedical Information RetrievalonBioASQ (BEIR)
nDCG@10· 2022-02-17
0.546
best: 0.579 (monoT5-3B)
SGPT: GPT Sentence Embeddings for Semantic Search arXiv:2202.08904
Biomedical Information RetrievalonTREC-COVID (BEIR)
nDCG@10· 2022-02-17
0.762
best: 0.873 (SGPT-BE-5.8B)
SGPT: GPT Sentence Embeddings for Semantic Search arXiv:2202.08904

Natural Language Processing1 result

Information RetrievalonMSMARCO (BEIR)
nDCG@10· 2022-02-17
0.278
best: 0.413 (BM25+CE)
SGPT: GPT Sentence Embeddings for Semantic Search arXiv:2202.08904