TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/AnglE-LLaMA-7B

AnglE-LLaMA-7B

Reported on 8 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Natural Language Processing8 results

  • Semantic Textual SimilarityonSTS13
    Spearman Correlation· 2023-09-22
    0.9058
    SOTA
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Semantic Textual SimilarityonSICK-R
    Spearman Correlation· 2023-09-22
    0.8094
    SOTA
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Sentiment AnalysisonCR
    Accuracy· 2023-09-22
    93.54
    SOTA
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Semantic Textual SimilarityonSTS14
    Spearman Correlation· 2023-09-22
    0.8549
    best: 0.8689 (AnglE-LLaMA-13B)
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Semantic Textual SimilarityonSTS Benchmark
    Spearman Correlation· 2023-09-22
    0.8897
    best: 0.931 (Mnet-Sim)
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Semantic Textual SimilarityonSTS12
    Spearman Correlation· 2023-09-22
    0.7868
    best: 0.802 (PromptEOL+CSE+OPT-13B)
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Semantic Textual SimilarityonSTS16
    Spearman Correlation· 2023-09-22
    0.8691
    best: 0.87 (AnglE-LLaMA-7B-v2)
    AnglE-optimized Text EmbeddingsarXiv:2309.12871
  • Sentiment AnalysisonMR
    Accuracy· 2023-09-22
    91.09
    best: 93.3 (VLAWE)
    AnglE-optimized Text EmbeddingsarXiv:2309.12871