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 8626–8650 of 14297 papers

TitleStatusHype
Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based DialoguesCode0
MOON: Multi-Hash Codes Joint Learning for Cross-Media Retrieval—0
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Memory capacity of neural network models—0
Deep Self-Adaptive Hashing for Image Retrieval—0
Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script—0
Reassessing the Limitations of CNN Methods for Camera Pose Regression—0
Toward the Understanding of Deep Text Matching Models for Information Retrieval—0
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals—0
Complex Knowledge Base Question Answering: A SurveyCode1
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI—0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval—0
Harmonic Retrieval of CFO and Frame Misalignment for OFDM-based Inter-Satellite Links—0
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
On Single and Multiple Representations in Dense Passage RetrievalCode1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalCode1
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations—0
Retrieval & Interaction Machine for Tabular Data PredictionCode1
Instance-weighted Central Similarity for Multi-label Image Retrieval—0
Overview of the TREC 2020 Fair Ranking Track—0
Are Neural Ranking Models Robust?—0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model—0
An Intelligent Recommendation-cum-Reminder System—0
Show:102550
← PrevPage 346 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