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 3176–3200 of 14297 papers

TitleStatusHype
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
Judgement Citation Retrieval using Contextual SimilarityCode0
Understanding Transformer Reasoning Capabilities via Graph Algorithms—0
SketchQL Demonstration: Zero-shot Video Moment Querying with Sketches—0
Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action—0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
AdapNet: Adaptive Noise-Based Network for Low-Quality Image Retrieval—0
Where's Waldo: Diffusion Features for Personalized Segmentation and RetrievalCode1
RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval—0
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
Don't Forget to Connect! Improving RAG with Graph-based Reranking—0
Renal digital pathology visual knowledge search platform based on language large model and book knowledge—0
QUB-Cirdan at "Discharge Me!": Zero shot discharge letter generation by open-source LLM—0
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark—0
Augmenting Textual Generation via Topology Aware Retrieval—0
Video Enriched Retrieval Augmented Generation Using Aligned Video CaptionsCode1
Container pre-marshalling problem minimizing CV@R under uncertainty of ship arrival times—0
RAGSys: Item-Cold-Start Recommender as RAG System—0
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback—0
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Unlocking the Secrets of Linear Complexity Sequence Model from A Unified Perspective—0
Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-LearningCode2
A Cross-Dataset Study for Text-based 3D Human Motion Retrieval—0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models—0
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
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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