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Models/SGPT-5.8B-msmarco

SGPT-5.8B-msmarco

Reported on 7 benchmarks across 7 tasks · 1 paper · 2 SOTA

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

Natural Language Processing4 results

  • Information RetrievalonMTEB
    nDCG@10· 2022-10-13
    50.25
    SOTA
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316
  • Semantic Textual SimilarityonMTEB
    Spearman Correlation· 2022-10-13
    78.1
    best: 84.54 (AnglE-UAE)
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316
  • Text ClusteringonMTEB
    V-Measure· 2022-10-13
    40.35
    best: 43.71 (ST5-XXL)
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316
  • Text ClassificationonMTEB
    Accuracy· 2022-10-13
    68.13
    best: 73.42 (ST5-XXL)
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316

Methodology2 results

  • RetrievalonMTEB
    nDCG@10· 2022-10-13
    50.25
    SOTA
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316
  • ClassificationonMTEB
    Accuracy· 2022-10-13
    68.13
    best: 73.42 (ST5-XXL)
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316

Knowledge Base1 result

  • Text SummarizationonMTEB
    Spearman Correlation· 2022-10-13
    24.75
    best: 31.57 (MPNet-multilingual)
    MTEB: Massive Text Embedding BenchmarkarXiv:2210.07316