Information Retrieval on LangCache SentencePairs v3 (test)
83.3PR-AUCLangCache-Embed-v3
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LangCache-Embed-v3Retriever Category=Domain-specific, K=502026.06 | 83.3 | 43.7 | 39.6 | 20.5 | 52.5 | |
| LangCache-Embed-v2Retriever Category=Domain-specific, K=502026.06 | 75.4 | 40.3 | 35.1 | 16 | 53.5 | |
| LangCache-Embed-v1Retriever Category=Domain-specific, K=502026.06 | 73.8 | 41.6 | 32.2 | 13.1 | 56.4 | |
| BGE-base-en-v1.5Retriever Category=General-purpose, K=502026.06 | 66 | 37.3 | 28.7 | 9.6 | 56.5 | |
| GTE-ModernBERT-baseRetriever Category=General-purpose, K=502026.06 | 64.9 | 38.9 | 26 | 6.9 | 59.9 | |
| Jina-Embeddings-v2-base-enRetriever Category=General-purpose, K=502026.06 | 64.6 | 36.5 | 28.1 | 9 | 56.5 | |
| Nomic-embed-text-v1.5Retriever Category=General-purpose, K=502026.06 | 63.3 | 36.9 | 26.4 | 7.3 | 58.3 | |
| E5-base-v2Retriever Category=General-purpose, K=502026.06 | 63.2 | 35.9 | 27.3 | 8.2 | 56.8 | |
| Snowflake-Arctic-Embed-m-v2.0Retriever Category=General-purpose, K=502026.06 | 62 | 35.5 | 26.5 | 7.4 | 57.3 |