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

Showing 20012025 of 14297 papers

TitleStatusHype
Learning music audio representations via weak language supervisionCode1
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation LearningCode1
Forward Compatible Training for Large-Scale Embedding Retrieval SystemsCode1
Open-CyKG: An Open Cyber Threat Intelligence Knowledge GraphCode1
HHF: Hashing-guided Hinge Function for Deep Hashing RetrievalCode1
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity ChallengeCode1
Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video RetrievalCode1
Video-Text Pre-training with Learned RegionsCode1
InsCLR: Improving Instance Retrieval with Self-SupervisionCode1
TriBERT: Human-centric Audio-visual Representation LearningCode1
Encoding Spatial Distribution of Convolutional Features for Texture RepresentationCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge DistillationCode1
Object-aware Video-language Pre-training for RetrievalCode1
Hypergraph Propagation and Community Selection for Objects RetrievalCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
Voint Cloud: Multi-View Point Cloud Representation for 3D UnderstandingCode1
AssistSR: Task-oriented Video Segment Retrieval for Personal AI AssistantCode1
Video Content Classification using Deep LearningCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Streamlining Evaluation with ir-measuresCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token ModelingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified