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 24512500 of 14297 papers

TitleStatusHype
Combination of Multiple Global Descriptors for Image RetrievalCode1
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
Language Modeling with Editable External KnowledgeCode1
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement LearningCode1
Dissecting Fine-Tuning Unlearning in Large Language ModelsCode1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense EmbeddingsCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
Language Models are Universal EmbeddersCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Neural Concept BinderCode1
Language Models As Semantic IndexersCode1
Joint ptycho-tomography with deep generative priorsCode1
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Neural Machine Translation with Monolingual Translation MemoryCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of SortingCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Geo-LocalizationCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image RetrievalCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
NewsStories: Illustrating articles with visual summariesCode1
A Corpus for Understanding and Generating Moral StoriesCode1
Noisy Correspondence Learning with Meta Similarity CorrectionCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
Nonparametric Masked Language ModelingCode1
Non-Parametric Unsupervised Domain Adaptation for Neural Machine TranslationCode1
Document-level Claim Extraction and Decontextualisation for Fact-CheckingCode1
Normalized Contrastive Learning for Text-Video RetrievalCode1
Language-agnostic BERT Sentence EmbeddingCode1
Language Models Implement Simple Word2Vec-style Vector ArithmeticCode1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMsCode1
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse DatasetCode1
OCoR: An Overlapping-Aware Code RetrieverCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM CollaborationCode1
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report GenerationCode1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information RetrievalCode1
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy LabelsCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
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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