SOTAVerified

Retrieval

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.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2551–2575 of 14297 papers

TitleStatusHype
Query Resolution for Conversational Search with Limited SupervisionCode1
Open-Retrieval Conversational Question AnsweringCode1
Accounting for Input Noise in Gaussian Process Parameter RetrievalCode1
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal RetrievalCode1
Table Search Using a Deep Contextualized Language ModelCode1
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch GestaltCode1
Human Sentence Processing: Recurrence or Attention?Code1
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance ChangeCode1
Detection and Retrieval of Out-of-Distribution Objects in Semantic SegmentationCode1
That is a Known Lie: Detecting Previously Fact-Checked ClaimsCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
Graph-Embedding Empowered Entity RetrievalCode1
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering ModelsCode1
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question AnsweringCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingCode1
SiBert: Enhanced Chinese Pre-trained Language Model with Sentence InsertionCode1
Text Segmentation by Cross Segment AttentionCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based ChatbotsCode1
Show:102550
← PrevPage 103 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified