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 4226–4250 of 14297 papers

TitleStatusHype
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by StepCode2
Context-aware Decoding Reduces Hallucination in Query-focused SummarizationCode1
Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksCode1
Retrieval-augmented Multilingual Knowledge EditingCode1
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—0
Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation AccuracyCode2
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote SensingCode2
Aggregating Multiple Bio-Inspired Image Region Classifiers For Effective And Lightweight Visual Place Recognition—0
Categorical, Ratio, and Professorial Data: The Case for Reciprocal Rank—0
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios—0
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain RetrievalCode1
External Knowledge Augmented Polyphone Disambiguation Using Large Language Model—0
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining—0
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP—0
On the Effectiveness of Retrieval, Alignment, and Replay in Manipulation—0
Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment RetrievalCode1
VQA4CIR: Boosting Composed Image Retrieval with Visual Question AnsweringCode0
Human-machine cooperation: optimization of drug retrieval sequencing in automated drug dispensing systems—0
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented GenerationCode1
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Training With "Paraphrasing the Original Text" Improves Long-Context Performance—0
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
Show:102550
← PrevPage 170 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