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 9511000 of 14297 papers

TitleStatusHype
Deep Complex NetworksCode1
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning NetworkCode1
Fine-grained Post-training for Improving Retrieval-based Dialogue SystemsCode1
Fine-grained Textual Inversion Network for Zero-Shot Composed Image RetrievalCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate HallucinationsCode1
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal GroundingCode1
Flexible retrieval with NMSLIB and FlexNeuARTCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
Florence: A New Foundation Model for Computer VisionCode1
Adaptive Nearest Neighbor Machine TranslationCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Are Local Features All You Need for Cross-Domain Visual Place Recognition?Code1
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font ApplicationsCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
Fool Me Twice: Entailment from Wikipedia GamificationCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
Foreground Object Search by Distilling Composite Image FeatureCode1
Decouple knowledge from parameters for plug-and-play language modelingCode1
Deep Evidential Learning with Noisy Correspondence for Cross-Modal RetrievalCode1
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
EntQA: Entity Linking as Question AnsweringCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Data-Free Sketch-Based Image RetrievalCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
Fuzzy Multimodal Learning for Trusted Cross-modal RetrievalCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
Gallery Filter Network for Person SearchCode1
Dataflow-Guided Retrieval Augmentation for Repository-Level Code CompletionCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Generalized Product Quantization Network for Semi-supervised Image RetrievalCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Adaptive Information Seeking for Open-Domain Question AnsweringCode1
Generative Multi-Modal Knowledge Retrieval with Large Language ModelsCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
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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