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

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Showing 1426–1450 of 14297 papers

TitleStatusHype
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR DecompositionCode1
Cognitive Reframing of Negative Thoughts through Human-Language Model InteractionCode1
Chain-of-Skills: A Configurable Model for Open-domain Question AnsweringCode1
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsCode1
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Understanding Differential Search Index for Text RetrievalCode1
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human ExpertsCode1
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual NoiseCode1
Multimodal Neural DatabasesCode1
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional ConstraintsCode1
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
An Empirical Study of Multimodal Model MergingCode1
Enhancing Large Language Model with Self-Controlled Memory FrameworkCode1
Self-Supervised Multi-Modal Sequential RecommendationCode1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal MappingCode1
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Learnable Pillar-based Re-ranking for Image-Text RetrievalCode1
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold LearningCode1
Constructing Tree-based Index for Efficient and Effective Dense RetrievalCode1
UHRNet: A Deep Learning-Based Method for Accurate 3D Reconstruction from a Single Fringe-PatternCode1
SAILER: Structure-aware Pre-trained Language Model for Legal Case RetrievalCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified