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 20012025 of 14297 papers

TitleStatusHype
Image Quality Assessment: Unifying Structure and Texture SimilarityCode1
Generative Retrieval as Multi-Vector Dense RetrievalCode1
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge ManagementCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
Generator-Retriever-Generator Approach for Open-Domain Question AnsweringCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet LossCode1
Dual Encoding for Video Retrieval by TextCode1
GERE: Generative Evidence Retrieval for Fact VerificationCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Geometrically Mappable Image FeaturesCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Refining music sample identification with a self-supervised graph neural networkCode1
GFTE: Graph-based Financial Table ExtractionCode1
Globetrotter: Connecting Languages by Connecting ImagesCode1
HyP^2 Loss: Beyond Hypersphere Metric Space for Multi-label Image RetrievalCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode RetrievalCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video RetrievalCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
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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