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SotA/Methodology/Retrieval

Retrieval

30 benchmarks14297 papers

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Benchmarks

Retrieval on MTEB

nDCG@10

Retrieval on Statcan Dialogue Dataset

Recall@10

Retrieval on Quora Question Pairs

Queries per secondnDCG@10

Retrieval on 20 Newsgroups

Precision@100

Retrieval on HotpotQA

Queries per secondnDCG@10

Retrieval on Image-Chat

R@1R@5Sum(R@1,5)

Retrieval on Natural Questions

Queries per secondNDCG@10

Retrieval on Reuters-21578

Precision@100

Retrieval on OK-VQA

Recall@5

Retrieval on CLIMATE-FEVER

nDCG@10

Retrieval on DBpedia

nDCG@10

Retrieval on FEVER

nDCG@10

Retrieval on InfoSeek

Recall@5

Retrieval on MS MARCO

NDCG@10

Retrieval on MVK

text-to-video Mean Rank

Retrieval on NFCorpus

nDCG@10

Retrieval on Polyvore

Recall@5

Retrieval on PubMedQA

Accuracy (Top-1)

Retrieval on PubMedQA corpus with metadata

Accuracy (Top-1)

Retrieval on SciDocs

nDCG@10

Retrieval on SciFact

nDCG@10

Retrieval on TREC-COVID

nDCG@10

Retrieval on ToolLens

COMP@

Retrieval on คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

0L

Retrieval on RSICD

Recall@1