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 24512500 of 14297 papers

TitleStatusHype
Data-Efficient Multimodal Fusion on a Single GPUCode1
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference AccelerationCode1
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch TrainingCode1
DAS: Densely-Anchored Sampling for Deep Metric LearningCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-trainingCode1
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text RetrievalCode1
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesCode1
Inductive Entity Representations from Text via Link PredictionCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Curriculum Learning for Dense Retrieval DistillationCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language ModelsCode1
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
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 second183.53Unverified
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