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 27012725 of 14297 papers

TitleStatusHype
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report GenerationCode1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal HashingCode1
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Adversarial Semantic CollisionsCode1
Compressing LLMs: The Truth is Rarely Pure and Never SimpleCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion TasksCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR ExperimentsCode1
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment RetrievalCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Fast and Accurate Retrieval of Methane Concentration from Imaging Spectrometer Data Using Sparsity PriorCode1
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
FastFill: Efficient Compatible Model UpdateCode1
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)Code1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
Fast Online Hashing with Multi-Label ProjectionCode1
Context Awareness Gate For Retrieval Augmented GenerationCode1
Show:102550
← PrevPage 109 of 572Next →

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