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 42014250 of 14297 papers

TitleStatusHype
Collaborative Learning for Extremely Low Bit Asymmetric HashingCode0
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionCode0
Improving Personality Consistency in Conversation by Persona ExtendingCode0
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility StudyCode0
Improving the Efficiency of Visually Augmented Language ModelsCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity TransferCode0
Cited Text Spans for Citation Text GenerationCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalCode0
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question AnsweringCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
Improving language models by retrieving from trillions of tokensCode0
Improving Multitask Retrieval by Promoting Task SpecializationCode0
Asking Clarifying Questions in Open-Domain Information-Seeking ConversationsCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
Coherence-Based Distributed Document Representation Learning for Scientific DocumentsCode0
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical StudyCode0
AIRCADE: an Anechoic and IR Convolution-based Auralization Data-compilation EnsembleCode0
Improving Deep Representation Learning via Auxiliary Learnable Target CodingCode0
Improving the matching of deformable objects by learning to detect keypointsCode0
INSPIRED2: An Improved Dataset for Sociable Conversational RecommendationCode0
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug ReportsCode0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Improved Learned Sparse Retrieval with Corpus-Specific VocabulariesCode0
Cognitive Knowledge Graph Reasoning for One-shot Relational LearningCode0
Improved Embeddings with Easy Positive Triplet MiningCode0
Improving Automatic Source Code Summarization via Deep Reinforcement LearningCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Cognition-aware Cognate DetectionCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
COFAR: Commonsense and Factual Reasoning in Image SearchCode0
Image-to-image translation for cross-domain disentanglementCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated ImagesCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Images & Recipes: Retrieval in the cooking contextCode0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
A Sequential Algorithm for Training Text ClassifiersCode0
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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