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 20012050 of 14297 papers

TitleStatusHype
Everything at Once -- Multi-modal Fusion Transformer for Video RetrievalCode1
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
InsCLR: Improving Instance Retrieval with Self-SupervisionCode1
Video-Text Pre-training with Learned RegionsCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
Hypergraph Propagation and Community Selection for Objects RetrievalCode1
Detecting Moments and Highlights in Videos via Natural Language QueriesCode1
Encoding Spatial Distribution of Convolutional Features for Texture RepresentationCode1
TriBERT: Human-centric Audio-visual Representation LearningCode1
Object-aware Video-language Pre-training for RetrievalCode1
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge DistillationCode1
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
Emotion Embedding Spaces for Matching Music to StoriesCode1
Streamlining Evaluation with ir-measuresCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token ModelingCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Florence: A New Foundation Model for Computer VisionCode1
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
LiT: Zero-Shot Transfer with Locked-image text TuningCode1
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal SynchronicityCode1
FILIP: Fine-grained Interactive Language-Image Pre-TrainingCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
The Curious Layperson: Fine-Grained Image Recognition without Expert LabelsCode1
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-ExpertsCode1
Evidence Selection as a Token-Level Prediction TaskCode1
Matching-oriented Embedding Quantization For Ad-hoc RetrievalCode1
Learning To Generate Piano Music With Sustain PedalsCode1
Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak DecoderCode1
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language QueriesCode1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence AnnotationCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Learning Co-segmentation by Segment Swapping for Retrieval and DiscoveryCode1
BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video RetrievalCode1
Dense Hierarchical Retrieval for Open-Domain Question AnsweringCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud RegistrationCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
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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