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 776–800 of 14297 papers

TitleStatusHype
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Dialog Inpainting: Turning Documents into DialogsCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point ThinkingCode1
Deep metric learning using Triplet networkCode1
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
DeepPatent: Large scale patent drawing recognition and retrievalCode1
Stochastic Attraction-Repulsion Embedding for Large Scale Image LocalizationCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Deep Complex NetworksCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR DecompositionCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal RetrievalCode1
Deep Hashing Network for Unsupervised Domain AdaptationCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
Deep Relational Metric LearningCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Deep Self-Supervised Representation Learning for Free-Hand SketchCode1
Deep Unsupervised Image Hashing by Maximizing Bit EntropyCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
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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