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 2576–2600 of 14297 papers

TitleStatusHype
Embedding-based Zero-shot Retrieval through Query GenerationCode1
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D ShapesCode1
ElasticHash: Semantic Image Similarity Search by Deep Hashing with ElasticsearchCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image RetrievalCode1
Embedding Expansion: Augmentation in Embedding Space for Deep Metric LearningCode1
Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
Learning Equivariant RepresentationsCode1
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous InputsCode1
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case ReformulationCode1
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-GenerationCode1
End-to-End CAD Model Retrieval and 9DoF Alignment in 3D ScansCode1
End-to-end Knowledge Retrieval with Multi-modal QueriesCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
End-to-end Lyrics Alignment for Polyphonic Music Using an Audio-to-Character Recognition ModelCode1
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Show:102550
← PrevPage 104 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