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 1005110100 of 14297 papers

TitleStatusHype
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking0
Making Person Search Enjoy the Merits of Person Re-identification0
Making question answering more robust through relevant context selection0
Making Sense of Data in the Wild: Data Analysis Automation at Scale0
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval0
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning0
mAnI: Movie Amalgamation using Neural Imitation0
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment0
MAP: Microblogging Assisted Profiling of TV Shows0
Mapping it differently: A solution to the linking challenges0
Mapping Unparalleled Clinical Professional and Consumer Languages with Embedding Alignment0
Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging0
MapQA: Open-domain Geospatial Question Answering on Map Data0
MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction0
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning0
MARAGS: A Multi-Adapter System for Multi-Task Retrieval Augmented Generation Question Answering0
mARC: Memory by Association and Reinforcement of Contexts0
MaRI: Material Retrieval Integration across Domains0
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding0
Marking anything: application of point cloud in extracting video target features0
Marr Revisited: 2D-3D Alignment via Surface Normal Prediction0
MaRU: A Manga Retrieval and Understanding System Connecting Vision and Language0
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve0
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation0
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation0
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval0
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval0
Masking Modalities for Cross-modal Video Retrieval0
MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification0
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval0
MASS: Overcoming Language Bias in Image-Text Matching0
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive0
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers0
MatAtlas: Text-driven Consistent Geometry Texturing and Material Assignment0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach0
Matching Neuromorphic Events and Color Images via Adversarial Learning0
Matching Table Metadata with Business Glossaries Using Large Language Models0
Matching Text and Audio Embeddings: Exploring Transfer-learning Strategies for Language-based Audio Retrieval0
Matching Tweets With Applicable Fact-Checks Across Languages0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval0
Materialistic: Selecting Similar Materials in Images0
MATERIALizing Cross-Language Information Retrieval: A Snapshot0
MatExpert: Decomposing Materials Discovery by Mimicking Human Experts0
MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions0
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding0
Mathematical Information Retrieval based on Type Embeddings and Query Expansion0
Mathematical Information Retrieval: Search and Question Answering0
MATHion: Solving Math Word Problems with Logically Consistent Problems0
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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