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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2226–2250 of 14297 papers

TitleStatusHype
Large Dual Encoders Are Generalizable RetrieversCode1
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document EmbeddingsCode1
Large Language Models are Built-in Autoregressive Search EnginesCode1
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval ModelsCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Nonparametric Decoding for Generative RetrievalCode1
Contextualized Sparse Representations for Real-Time Open-Domain Question AnsweringCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
ConTextual Masked Auto-Encoder for Dense Passage RetrievalCode1
Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse DatasetCode1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-AttentionCode1
Contrastive Language-Image Pre-training for the Italian LanguageCode1
Contrastive Masked Autoencoders for Self-Supervised Video HashingCode1
InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language ModelsCode1
Contrastive Audio-Language Learning for MusicCode1
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
Contrastive Learning with Stronger AugmentationsCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment AnalysisCode1
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
Contrastive Supervised Distillation for Continual Representation LearningCode1
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video RetrievalCode1
Show:102550
← PrevPage 90 of 572Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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