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 251275 of 14297 papers

TitleStatusHype
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented GenerationCode2
Hello Again! LLM-powered Personalized Agent for Long-term DialogueCode2
Grounding Language Models to Images for Multimodal Inputs and OutputsCode2
Language Model Powered Digital Biology with BRADCode2
Autonomous GIS: the next-generation AI-powered GISCode2
Huatuo-26M, a Large-scale Chinese Medical QA DatasetCode2
Global Features are All You Need for Image Retrieval and RerankingCode2
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMsCode2
GLAP: General contrastive audio-text pretraining across domains and languagesCode2
GENIUS: A Generative Framework for Universal Multimodal SearchCode2
AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language ModelsCode2
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
Generalized Contrastive Learning for Multi-Modal Retrieval and RankingCode2
DeliLaw: A Chinese Legal Counselling System Based on a Large Language ModelCode2
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsCode2
VeCLIP: Improving CLIP Training via Visual-enriched CaptionsCode2
Generating Images with Multimodal Language ModelsCode2
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information RetrievalCode2
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
A Survey of Personalization: From RAG to AgentCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
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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