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 18511900 of 14297 papers

TitleStatusHype
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
Holistic Features are almost Sufficient for Text-to-Video RetrievalCode1
A Neural Corpus Indexer for Document RetrievalCode1
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map GenerationCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Histopathology Slide Indexing and Search: Are We There Yet?Code1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
History-Aware Conversational Dense RetrievalCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer RerankingCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
ConText-CIR: Learning from Concepts in Text for Composed Image RetrievalCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM CollaborationCode1
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?Code1
PIR: Remote Sensing Image-Text Retrieval with Prior Instruction Representation LearningCode1
Pit30M: A Benchmark for Global Localization in the Age of Self-Driving CarsCode1
Dual Encoding for Video Retrieval by TextCode1
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCode1
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
PlenoptiCam v1.0: A light-field imaging frameworkCode1
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation DatasetCode1
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language ModelCode1
Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End SystemCode1
PointAugment: an Auto-Augmentation Framework for Point Cloud ClassificationCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
Poisoning Retrieval Corpora by Injecting Adversarial PassagesCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity PriorCode1
Fast and Accurate Factual Inconsistency Detection Over Long DocumentsCode1
Hierarchical Memory Matching Network for Video Object SegmentationCode1
Fast and Scalable Image Search For HistologyCode1
Hierarchical Attention Fusion for Geo-LocalizationCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation LearningCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
Efficient Neural Ranking using Forward IndexesCode1
Predictive Chemistry Augmented with Text RetrievalCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
HHF: Hashing-guided Hinge Function for Deep Hashing RetrievalCode1
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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