opensearch-project/opensearch-neural-sparse-encoding-doc-v2-distill
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 31.0K
Corpus p50 60.2ms
Query TPS 4.1K
Query p50 41.5ms
CosQA
Performance L4 b1 c16
Corpus TPS 17.8K
Corpus p50 46.4ms
Query TPS 2.6K
Query p50 37.3ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 43.5K
Corpus p50 56.2ms
Query TPS 4.2K
Query p50 42.8ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 104.9K
Corpus p50 72.6ms
Query TPS 6.9K
Query p50 37.3ms
NFCorpus
Quality
ndcg at 10 0.3398
map at 10 0.1303
mrr at 10 0.5489
Performance L4 b1 c16
Corpus TPS 56.8K
Corpus p50 70.8ms
Query TPS 1.8K
Query p50 41.7ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 48.7K
Corpus p50 58.5ms
Query TPS 4.7K
Query p50 37.7ms
SciFact
Performance L4 b1 c16
Corpus TPS 60.2K
Corpus p50 66.4ms
Query TPS 5.8K
Query p50 44.1ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 49.6K
Corpus p50 70.8ms
Query TPS 77.6K
Query p50 52.3ms