opensearch-project/opensearch-neural-sparse-encoding-v2-distill
Benchmarks
CQADupstackPhysicsRetrieval
Performance L4 b1 c16
Corpus TPS 31.1K
Corpus p50 57.0ms
Query TPS 3.2K
Query p50 52.8ms
CosQA
Performance L4 b1 c16
Corpus TPS 13.5K
Corpus p50 51.4ms
Query TPS 2.1K
Query p50 45.3ms
FiQA2018
Performance L4 b1 c16
Corpus TPS 37.0K
Corpus p50 59.3ms
Query TPS 3.8K
Query p50 47.5ms
LegalBenchConsumerContractsQA
Performance L4 b1 c16
Corpus TPS 91.6K
Corpus p50 73.7ms
Query TPS 5.2K
Query p50 49.9ms
NFCorpus
Quality
ndcg at 10 0.3373
map at 10 0.1278
mrr at 10 0.5548
Performance L4 b1 c16
Corpus TPS 61.6K
Corpus p50 68.8ms
Query TPS 1.6K
Query p50 49.3ms
SCIDOCS
Performance L4 b1 c16
Corpus TPS 42.4K
Corpus p50 60.4ms
Query TPS 3.5K
Query p50 49.6ms
SciFact
Performance L4 b1 c16
Corpus TPS 54.4K
Corpus p50 68.2ms
Query TPS 5.1K
Query p50 50.1ms
StackOverflowQA
Performance L4 b1 c16
Corpus TPS 46.0K
Corpus p50 66.2ms
Query TPS 69.8K
Query p50 66.0ms