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 43514400 of 14297 papers

TitleStatusHype
Image-to-image translation for cross-domain disentanglementCode0
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and CompletionCode0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
Class-Weighted Convolutional Features for Visual Instance SearchCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
Image Captioning with Deep Bidirectional LSTMsCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
A Contrastive Objective for Learning Disentangled RepresentationsCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
Classification of Visualization Types and Perspectives in PatentsCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval ModelsCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
A Continuous-Time Mirror Descent Approach to Sparse Phase RetrievalCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
Long-context Language Models Cannot Retrieve Without Sufficient StepsCode0
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
A Retrieve-and-Edit Framework for Predicting Structured OutputsCode0
Clarinet: A Music Retrieval SystemCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
A Retrieval-Augmented Multi-Agent Framework for Psychiatry DiagnosisCode0
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrievalCode0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD PoolingCode0
CItruS: Chunked Instruction-aware State Eviction for Long Sequence ModelingCode0
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image RetrievalCode0
CitRet: A Hybrid Model for Cited Text Span RetrievalCode0
Hybrid Losses for Hierarchical Embedding LearningCode0
A Response Retrieval Approach for Dialogue Using a Multi-Attentive TransformerCode0
Hybrid and Collaborative Passage RerankingCode0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
Circulant temporal encoding for video retrieval and temporal alignmentCode0
HUSE: Hierarchical Universal Semantic EmbeddingsCode0
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor DatabasesCode0
Human Motion Analysis with Deep Metric LearningCode0
A Resource-Efficient Training Framework for Remote Sensing Text--Image RetrievalCode0
Human-in-the-loop Machine Translation with Large Language ModelCode0
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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