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 301325 of 14297 papers

TitleStatusHype
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoMLCode2
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
Hello Again! LLM-powered Personalized Agent for Long-term DialogueCode2
Generating Images with Multimodal Language ModelsCode2
Generalized Contrastive Learning for Multi-Modal Retrieval and RankingCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
GENIUS: A Generative Framework for Universal Multimodal SearchCode2
A Survey of Personalization: From RAG to AgentCode2
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open QuestionsCode2
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information RetrievalCode2
An Autonomous GIS Agent Framework for Geospatial Data RetrievalCode2
Associative Recurrent Memory TransformerCode2
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
VeCLIP: Improving CLIP Training via Visual-enriched CaptionsCode2
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
Flow-Guided Transformer for Video InpaintingCode2
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM AgentsCode2
EVOR: Evolving Retrieval for Code GenerationCode2
Autonomous GIS: the next-generation AI-powered GISCode2
Adapting Language Models to Compress ContextsCode2
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)Code2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsCode2
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
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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