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 23012325 of 14297 papers

TitleStatusHype
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal LearningCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question AnsweringCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
Condenser: a Pre-training Architecture for Dense RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric VideosCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceCode1
COBRA: Contrastive Bi-Modal Representation AlgorithmCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
CLIP-KD: An Empirical Study of CLIP Model DistillationCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
Dependency-based Text Graphs for Keyphrase and Summary Extraction with Applications to Interactive Content RetrievalCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidatesCode1
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMsCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
It's All About Your Sketch: Democratising Sketch Control in Diffusion ModelsCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
Show:102550
← PrevPage 93 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