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 63516400 of 14297 papers

TitleStatusHype
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal RetrievalCode1
Document-Level Abstractive SummarizationCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
Semantic Communication for Internet of Vehicles: A Multi-User Cooperative Approach0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need0
Neural Machine Translation with Contrastive Translation MemoriesCode1
Complex-valued Retrievals From Noisy Images Using Diffusion Models0
Multimodal Tree Decoder for Table of Contents Extraction in Document ImagesCode0
Adaptive Testing of Computer Vision ModelsCode0
Semantic-Conditional Diffusion Networks for Image CaptioningCode2
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations0
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single TransformerCode1
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation LearningCode1
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration0
Melody transcription via generative pre-trainingCode2
Fast Online Hashing with Multi-Label ProjectionCode1
Named Entity and Relation Extraction with Multi-Modal Retrieval0
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM DataCode0
Role of Audio in Audio-Visual Video Summarization0
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval0
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking0
StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition0
Information Retrieval from the Digitized Books0
Nonparametric Masked Language ModelingCode1
Single-shot ToF sensing with sub-mm precision using conventional CMOS sensors0
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge GraphCode1
Proceedings of the 1st International Workshop on Reading Music Systems0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identificationCode1
Proceedings of the 3rd International Workshop on Reading Music Systems0
Focus! Relevant and Sufficient Context Selection for News Image Captioning0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Proceedings of the 2nd International Workshop on Reading Music Systems0
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News HeadlinesCode0
Normalized Contrastive Learning for Text-Video RetrievalCode1
Improving Cross-Modal Retrieval with Set of Diverse EmbeddingsCode1
Fair Ranking with Noisy Protected AttributesCode0
Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification0
SGDraw: Scene Graph Drawing Interface Using Object-Oriented RepresentationCode0
Diverse Multi-Answer Retrieval with Determinantal Point Processes0
OK Computer Analysis: An Audio Corpus Study of Radiohead0
Segment-based fusion of multi-sensor multi-scale satellite soil moisture retrievals0
Improving Commonsense in Vision-Language Models via Knowledge Graph RiddlesCode1
ClueWeb22: 10 Billion Web Documents with Visual and Semantic Information0
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
SLAN: Self-Locator Aided Network for Cross-Modal Understanding0
SuS-X: Training-Free Name-Only Transfer of Vision-Language ModelsCode1
Solving 3D Radar Imaging Inverse Problems with a Multi-cognition Task-oriented Framework0
A Survey on Conversational Search and Applications in Biomedicine0
Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding0
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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