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
Connecting Language and Vision for Natural Language-Based Vehicle RetrievalCode1
Conformer-Kernel with Query Term Independence for Document RetrievalCode1
FORB: A Flat Object Retrieval Benchmark for Universal Image EmbeddingCode1
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge TransferCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
Consensus-Aware Visual-Semantic Embedding for Image-Text MatchingCode1
Progressive Correspondence Pruning by Consensus LearningCode1
Forward Compatible Training for Large-Scale Embedding Retrieval SystemsCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural LanguageCode1
Adaptive Nearest Neighbor Machine TranslationCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
Context Awareness Gate For Retrieval Augmented GenerationCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
ConText-CIR: Learning from Concepts in Text for Composed Image RetrievalCode1
Advancing High-Resolution Video-Language Representation with Large-Scale Video TranscriptionsCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasetsCode1
General Image Descriptors for Open World Image Retrieval using ViT CLIPCode1
Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-BasesCode1
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document EmbeddingsCode1
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud ComputingCode1
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain ConversationsCode1
Nonparametric Decoding for Generative RetrievalCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented GenerationCode1
Contextual Lensing of Universal Sentence RepresentationsCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video RetrievalCode1
Contrastive Audio-Language Learning for MusicCode1
Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional UnderstandingCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Contrastive Learning with Stronger AugmentationsCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
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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