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 901–925 of 14297 papers

TitleStatusHype
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
An Empirical Study of Multimodal Model MergingCode1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
Entity-aware Transformers for Entity SearchCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal RetrievalCode1
Equivariant Similarity for Vision-Language Foundation ModelsCode1
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsCode1
ESA: External Space Attention Aggregation for Image-Text RetrievalCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy MinimizationCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Everything at Once - Multi-Modal Fusion Transformer for Video RetrievalCode1
Evidence Selection as a Token-Level Prediction TaskCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
ExaRanker: Explanation-Augmented Neural RankerCode1
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate SystemCode1
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
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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