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
BEBLID: Boosted efficient binary local image descriptorCode2
All in One: Exploring Unified Video-Language Pre-trainingCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook RetrievalCode2
Hello Again! LLM-powered Personalized Agent for Long-term DialogueCode2
Backtracing: Retrieving the Cause of the QueryCode2
GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationCode2
VeCLIP: Improving CLIP Training via Visual-enriched CaptionsCode2
Generalized Contrastive Learning for Multi-Modal Retrieval and RankingCode2
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
An Autonomous GIS Agent Framework for Geospatial Data RetrievalCode2
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsCode2
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
Autoregressive Search Engines: Generating Substrings as Document IdentifiersCode2
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information RetrievalCode2
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
AIR-Bench: Automated Heterogeneous Information Retrieval BenchmarkCode2
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoMLCode2
Autonomous GIS: the next-generation AI-powered GISCode2
Fine-grained Image Captioning with CLIP RewardCode2
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation SystemsCode2
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam GenerationCode2
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed RetrievalCode2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question AnsweringCode2
Show:102550
← PrevPage 13 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