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 2101–2125 of 14297 papers

TitleStatusHype
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Improving Query Representations for Dense Retrieval with Pseudo Relevance FeedbackCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
Improving Deep Metric Learning by Divide and ConquerCode1
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and NegativesCode1
Unsupervised Sketch-to-Photo SynthesisCode1
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity LinkingCode1
Improving Cross-Modal Retrieval with Set of Diverse EmbeddingsCode1
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain ReasoningCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design PatentsCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Improving Commonsense in Vision-Language Models via Knowledge Graph RiddlesCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment SortingCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
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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