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

Showing 26512700 of 14297 papers

TitleStatusHype
EX-FEVER: A Dataset for Multi-hop Explainable Fact VerificationCode1
Length-Aware DETR for Robust Moment RetrievalCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
Human Sentence Processing: Recurrence or Attention?Code1
LePaRD: A Large-Scale Dataset of Judges Citing PrecedentsCode1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale ExtractionCode1
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
Reasoning on Graphs: Faithful and Interpretable Large Language Model ReasoningCode1
Exploiting Novel GPT-4 APIsCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
RECAP: Retrieval-Augmented Audio CaptioningCode1
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response GenerationCode1
Few-shot Reranking for Multi-hop QA via Language Model PromptingCode1
A Large-scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural NetworksCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Complex Knowledge Base Question Answering: A SurveyCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
A Statutory Article Retrieval Dataset in FrenchCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based FeaturesCode1
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty RegularizationCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
MosAIc: Finding Artistic Connections across Culture with Conditional Image RetrievalCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
A Straightforward Framework For Video Retrieval Using CLIPCode1
A large-scale study of the effects of word frequency and predictability in naturalistic readingCode1
Composing Text and Image for Image Retrieval - An Empirical OdysseyCode1
A Strong Baseline for Fashion Retrieval with Person Re-Identification ModelsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Compositional Attention: Disentangling Search and RetrievalCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Learning video retrieval models with relevance-aware online miningCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Compositional Learning of Image-Text Query for Image RetrievalCode1
Condensed Movies: Story Based Retrieval with Contextual EmbeddingsCode1
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language ModelingCode1
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersCode1
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language ModelsCode1
Learning Tree-based Deep Model for Recommender SystemsCode1
Learning with Holographic Reduced RepresentationsCode1
LED: Lexicon-Enlightened Dense Retriever for Large-Scale RetrievalCode1
Learning to Retrieve Passages without SupervisionCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified