Text embedding Evaluation

Creator
Creator
Seonglae Cho
Created
Created
2024 Apr 22 6:9
Editor
Edited
Edited
2025 Mar 16 17:31
Refs
Refs
  • Intrinsic - 임베딩 자체의 품질을 직접적으로 평가하는 방법으로 보통 거리측정으로
  • Extrinsic - Task에 적용하여 score 확인
Document Distances
 
 
 
 

Leaderboard

OpenAI embeddings, AWS or other commercial embeddings have much larger context windows like 8192.
Performance varies significantly between tasks, so decisions shouldn't be made solely based on overall leaderboard performance.
 
 

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