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 23512375 of 14297 papers

TitleStatusHype
Cross-Thought for Sentence Encoder Pre-trainingCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
Benchmarking Robustness of Multimodal Image-Text Models under Distribution ShiftCode1
Fuzzy Multimodal Learning for Trusted Cross-modal RetrievalCode1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data ExplorationCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Answering Questions on COVID-19 in Real-TimeCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Generalized Product Quantization Network for Semi-supervised Image RetrievalCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Generative Dense Retrieval: Memory Can Be a BurdenCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Generative Recommendation: Towards Next-generation Recommender ParadigmCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
Cross-Batch Memory for Embedding LearningCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
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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