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

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Showing 2376–2400 of 14297 papers

TitleStatusHype
Globetrotter: Connecting Languages by Connecting ImagesCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video RetrievalCode1
Building a Manga Dataset "Manga109" with Annotations for Multimedia ApplicationsCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and RetrievalCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
CODEC: Complex Document and Entity CollectionCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust LearningCode1
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise VotingCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Graph RAG-Tool FusionCode1
GraphSnapShot: Caching Local Structure for Fast Graph LearningCode1
Great Memory, Shallow Reasoning: Limits of kNN-LMsCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified