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 2476–2500 of 14297 papers

TitleStatusHype
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question AnsweringCode1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
YAGO 4.5: A Large and Clean Knowledge Base with a Rich TaxonomyCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play ApproachCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language ModelCode1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric LearningCode1
Beyond Surprise: Improving Exploration Through Surprise NoveltyCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News ArticlesCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
IterCQR: Iterative Conversational Query Reformulation with Retrieval GuidanceCode1
It's All About Your Sketch: Democratising Sketch Control in Diffusion ModelsCode1
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain SearchCode1
Jasper and Stella: distillation of SOTA embedding modelsCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
Complex Claim Verification with Evidence Retrieved in the WildCode1
CompoDiff: Versatile Composed Image Retrieval With Latent DiffusionCode1
Joint Moment Retrieval and Highlight Detection Via Natural Language QueriesCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text 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