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 18761900 of 14297 papers

TitleStatusHype
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