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 6001–6025 of 14297 papers

TitleStatusHype
On the Generalization Ability of Retrieval-Enhanced TransformersCode0
Teaching CLIP to Count to TenCode1
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Simple and Scalable Nearest Neighbor Machine TranslationCode1
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs—0
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt InjectionCode4
Cross-Modal Retrieval with Partially Mismatched PairsCode1
One-Shot Labeling for Automatic Relevance EstimationCode1
Steerable Equivariant Representation Learning—0
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation—0
Recall, Robustness, and Lexicographic EvaluationCode0
Learning to Retrieve Engaging Follow-Up QueriesCode0
Que2Engage: Embedding-based Retrieval for Relevant and Engaging Products at Facebook Marketplace—0
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting—0
kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models—0
From seeing to remembering: Images with harder-to-reconstruct representations leave stronger memory tracesCode0
Overview of the TREC 2021 Fair Ranking Track—0
Patent Image Retrieval Using Cross-entropy-based Metric LearningCode1
Query Performance Prediction for Neural IR: Are We There Yet?Code0
Information Retrieval in long documents: Word clustering approach for improving Semantics—0
iQPP: A Benchmark for Image Query Performance PredictionCode0
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training—0
Ontology-aware Network for Zero-shot Sketch-based Image Retrieval—0
Video-Text Retrieval by Supervised Sparse Multi-Grained LearningCode0
Show:102550
← PrevPage 241 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