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

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Showing 1901–1925 of 14297 papers

TitleStatusHype
Frame-wise Action Representations for Long Videos via Sequence Contrastive LearningCode1
Sketching without Worrying: Noise-Tolerant Sketch-Based Image RetrievalCode1
StruBERT: Structure-aware BERT for Table Search and MatchingCode1
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image MatchingCode1
UKP-SQUARE: An Online Platform for Question Answering ResearchCode1
Neural Machine Translation with Phrase-Level Universal Visual RepresentationsCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
RELIC: Retrieving Evidence for Literary ClaimsCode1
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training DataCode1
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think AgainCode1
Learning video retrieval models with relevance-aware online miningCode1
LEVEN: A Large-Scale Chinese Legal Event Detection DatasetCode1
ReACC: A Retrieval-Augmented Code Completion FrameworkCode1
Revitalize Region Feature for Democratizing Video-Language Pre-training of RetrievalCode1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
Representation Learning for Resource-Constrained Keyphrase GenerationCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit SimilarityCode1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringCode1
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web DataCode1
Disentangled Representation Learning for Text-Video RetrievalCode1
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text RetrievalCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
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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