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 1451–1475 of 14297 papers

TitleStatusHype
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in ContextCode1
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and RetrievalCode1
Fuzzy Multimodal Learning for Trusted Cross-modal RetrievalCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA frameworkCode1
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningCode1
3rd Place Solution to "Google Landmark Retrieval 2020"Code1
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human ExpertsCode1
Abstracting Sketches through Simple PrimitivesCode1
Generative Multi-Modal Knowledge Retrieval with Large Language ModelsCode1
Cross Modal Retrieval with Querybank NormalisationCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Automatic Spatially-aware Fashion Concept DiscoveryCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image 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