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 33763400 of 14297 papers

TitleStatusHype
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
Latent Structured Hopfield Network for Semantic Association and RetrievalCode0
MALM: Mask Augmentation based Local Matching for Food-Recipe RetrievalCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
Manga FaceNetCode0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
Cross-Domain Image Matching with Deep Feature MapsCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Market2Dish: Health-aware Food RecommendationCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
AUEB at BioASQ 6: Document and Snippet RetrievalCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
Large Language Model Augmented Narrative Driven RecommendationsCode0
MatKB: Semantic Search for Polycrystalline Materials Synthesis ProceduresCode0
CROMER: a Tool for Cross-Document Event and Entity CoreferenceCode0
CROLoss: Towards a Customizable Loss for Retrieval Models in Recommender SystemsCode0
AmsterTime: A Visual Place Recognition Benchmark Dataset for Severe Domain ShiftCode0
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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