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 2476–2500 of 14297 papers

TitleStatusHype
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 second183.53—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