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 7401–7425 of 14297 papers

TitleStatusHype
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural RetrievalCode0
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims—0
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
One Picture is Worth a Thousand Words: A New Wallet Recovery Process—0
Analysing the Robustness of Dual Encoders for Dense Retrieval Against MisspellingsCode0
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionCode2
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation RecognitionCode1
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain—0
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
A Computational Inflection for Scientific Discovery—0
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningCode0
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training—0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations—0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression ExtractionCode0
A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques—0
On Ranking Consistency of Pre-ranking Stage—0
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis—0
Studying Retrievability of Publications and Datasets in an Integrated Retrieval System—0
Making Large Language Models Interactive: A Pioneer Study on Supporting Complex Information-Seeking Tasks with Implicit Constraints—0
ORCAS-I: Queries Annotated with Intent using Weak SupervisionCode0
Fast algorithms for nonlinear and constrained phase retrieval in near-field X-ray holography based on Tikhonov regularization—0
Retrieval-Enhanced Machine Learning—0
Entity-aware Transformers for Entity SearchCode1
Show:102550
← PrevPage 297 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