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 1601–1625 of 14297 papers

TitleStatusHype
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single TransformerCode1
Fast Online Hashing with Multi-Label ProjectionCode1
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge GraphCode1
Nonparametric Masked Language ModelingCode1
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identificationCode1
Improving Cross-Modal Retrieval with Set of Diverse EmbeddingsCode1
Normalized Contrastive Learning for Text-Video RetrievalCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Improving Commonsense in Vision-Language Models via Knowledge Graph RiddlesCode1
RankDNN: Learning to Rank for Few-shot LearningCode1
SuS-X: Training-Free Name-Only Transfer of Vision-Language ModelsCode1
Toward Universal Text-to-Music RetrievalCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion LearningCode1
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible SupervisionCode1
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal RetrievalCode1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language RepresentationsCode1
Contrastive Masked Autoencoders for Self-Supervised Video HashingCode1
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent AttentionCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
Font Representation Learning via Paired-glyph MatchingCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Task-aware Retrieval with InstructionsCode1
Navigating Connected Memories with a Task-oriented Dialog SystemCode1
PromptCap: Prompt-Guided Task-Aware Image CaptioningCode1
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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