prithivida/Splade_PP_en_v2
Trained by Donkey Stereotype
Overview
Benchmarks
CQADupstackPhysicsRetrieval
Duplicate question retrieval from StackExchange Physics
Corpus: 38,314 Queries: 1,039
Performance L4 b1 c16
Corpus 36.1K tok/s
Corpus p50 53.3ms
Query 3.5K tok/s
Query p50 48.4ms
CosQA
Code search with natural language queries
Corpus: 6,267 Queries: 500
Performance L4 b1 c16
Corpus 15.6K tok/s
Corpus p50 54.1ms
Query 1.8K tok/s
Query p50 48.1ms
FiQA2018
Financial opinion mining and question answering
Corpus: 57,599 Queries: 648
Performance L4 b1 c16
Corpus 41.4K tok/s
Corpus p50 56.1ms
Query 3.4K tok/s
Query p50 52.4ms
LegalBenchConsumerContractsQA
Question answering on consumer contracts
Corpus: 153 Queries: 396
Performance L4 b1 c16
Corpus 122.4K tok/s
Corpus p50 54.9ms
Query 5.4K tok/s
Query p50 47.5ms
NFCorpus
Biomedical literature search from NutritionFacts.org
Corpus: 3,593 Queries: 323
Quality
ndcg at 10 0.3161
map at 10 0.1188
mrr at 10 0.5185
Performance L4 b1 c16
Corpus 71.6K tok/s
Corpus p50 60.5ms
Query 1.4K tok/s
Query p50 54.1ms
SCIDOCS
Citation prediction, document classification, and recommendation for scientific papers
Corpus: 25,656 Queries: 1,000
Performance L4 b1 c16
Corpus 49.8K tok/s
Corpus p50 55.8ms
Query 3.7K tok/s
Query p50 47.4ms
SciFact
Scientific claim verification using research literature
Corpus: 5,183 Queries: 300
Performance L4 b1 c16
Corpus 68.5K tok/s
Corpus p50 56.9ms
Query 5.0K tok/s
Query p50 52.2ms
StackOverflowQA
Programming question answering from Stack Overflow
Corpus: 19,931 Queries: 1,994
Performance L4 b1 c16
Corpus 65.1K tok/s
Corpus p50 53.6ms
Query 84.7K tok/s
Query p50 54.7ms