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 48514875 of 14297 papers

TitleStatusHype
Align Me: A framework to generate Parallel Corpus Using OCRs and Bilingual Dictionaries0
A Survey of Quantum Theory Inspired Approaches to Information Retrieval0
Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization0
A Survey of Plagiarism Detection Systems: Case of Use with English, French and Arabic Languages0
FJWU Participation for the WMT21 Biomedical Translation Task0
FLAME: A small language model for spreadsheet formulas0
A Survey of Multimodal Retrieval-Augmented Generation0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning0
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms0
FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs0
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning0
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback0
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer0
A Survey of Model Architectures in Information Retrieval0
Adam: Dense Retrieval Distillation with Adaptive Dark Examples0
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction0
Aligning Large Language Models with Recommendation Knowledge0
Connecting Images through Time and Sources: Introducing Low-data, Heterogeneous Instance Retrieval0
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations0
Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices0
Congruency-Based Reranking0
A Survey of Large Language Model Agents for Question Answering0
ConfusedPilot: Confused Deputy Risks in RAG-based LLMs0
Conformer-Kernel with Query Term Independence at TREC 2020 Deep Learning Track0
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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