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 2101–2125 of 14297 papers

TitleStatusHype
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question AnsweringCode1
Efficient Nearest Neighbor Language ModelsCode1
Improving Deep Metric Learning by Divide and ConquerCode1
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
Learning with Holographic Reduced RepresentationsCode1
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action RecognitionCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
Robust Retrieval Augmented Generation for Zero-shot Slot FillingCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Improving Query Representations for Dense Retrieval with Pseudo Relevance FeedbackCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Retrieval Augmented Code Generation and SummarizationCode1
A Statutory Article Retrieval Dataset in FrenchCode1
On Approximate Nearest Neighbour Selection for Multi-Stage Dense RetrievalCode1
Recall@k Surrogate Loss with Large Batches and Similarity MixupCode1
Query Embedding Pruning for Dense RetrievalCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Deep Relational Metric LearningCode1
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You NeedCode1
Contrastive Language-Image Pre-training for the Italian LanguageCode1
Show:102550
← PrevPage 85 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