Alibaba-NLP/gte-multilingual-base
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 43.5K
Corpus p50 48.0ms
Query TPS 4.3K
Query p50 35.3ms
CosQA
Performance L4 b1 c16
Corpus TPS 20.4K
Corpus p50 39.9ms
Query TPS 2.2K
Query p50 37.2ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 44.2K
Corpus p50 54.2ms
Query TPS 4.7K
Query p50 34.9ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 72.0K
Corpus p50 114.4ms
Query TPS 5.8K
Query p50 39.0ms
NFCorpus
Quality
ndcg at 10 0.3667
map at 10 0.1408
mrr at 10 0.5658
Performance L4 b1 c16
Corpus TPS 60.0K
Corpus p50 79.5ms
Query TPS 1.4K
Query p50 49.0ms
NanoFiQA2018Retrieval
Quality
ndcg at 10 0.5990
map at 10 0.5229
mrr at 10 0.6550
Performance L4 b1 c16
Corpus TPS 36.5K
Corpus p50 63.1ms
Query TPS 3.4K
Query p50 52.5ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 55.1K
Corpus p50 56.8ms
Query TPS 4.4K
Query p50 35.3ms
SciFact
Performance L4 b1 c16
Corpus TPS 63.8K
Corpus p50 69.3ms
Query TPS 6.3K
Query p50 36.8ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 55.5K
Corpus p50 65.9ms
Query TPS 58.5K
Query p50 75.0ms