Semantic Web Search and Deep Web Search

Fast Retrieval with Stable Static Embedding

About this Model

使用モデル

RikkaBotan/stable-static-embedding-fast-retrieval-mrl-bilingual-ja-en

Performance

性能

  • NanoBEIR EN NDCG@10 = 0.5073
  • NanoBEIR JA NDCG@10 = 0.4511
  • Higher than other static embedding models

Efficiency

  • 512 dimensions
  • ~2× faster retrieval
  • Separable Dynamic Tanh normalization

効率性

  • 512次元
  • 約2倍高速な検索
  • Separable Dynamic Tanh を採用

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