google/embeddinggemma-300m
Model Page: EmbeddingGemma
Overview
Benchmarks
CosQA
Code search with natural language queries
Corpus: 6,267 Queries: 500
Quality
map at 10 0.3065
mrr at 10 0.3090
ndcg at 10 0.3987
FiQA2018
Financial opinion mining and question answering
Corpus: 57,599 Queries: 648
Quality
map at 10 0.1998
mrr at 10 0.3224
ndcg at 10 0.2635
NFCorpus
Biomedical literature search from NutritionFacts.org
Corpus: 3,593 Queries: 323
Quality
ndcg at 10 0.3876
map at 10 0.1471
mrr at 10 0.5895
Performance RTX-4090 b1 c16
Corpus 79.6K tok/s
Corpus p50 55.7ms
Query 1.9K tok/s
Query p50 27.8ms
SCIDOCS
Citation prediction, document classification, and recommendation for scientific papers
Corpus: 25,656 Queries: 1,000
Quality
map at 10 0.0597
mrr at 10 0.1957
ndcg at 10 0.1091
StackOverflowQA
Programming question answering from Stack Overflow
Corpus: 19,931 Queries: 1,994
Quality
map at 10 0.6746
mrr at 10 0.6746
ndcg at 10 0.6963