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 43014325 of 14297 papers

TitleStatusHype
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
CloudWalker: Random walks for 3D point cloud shape analysisCode0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval ModelsCode0
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationCode0
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place RecognitionCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
A Rotation Meanout Network with Invariance for Dermoscopy Image Classification and RetrievalCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-AnsweringCode0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain StructuresCode0
Hybrid Losses for Hierarchical Embedding LearningCode0
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
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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