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

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Showing 2751–2775 of 14297 papers

TitleStatusHype
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting—0
Multi-Group Proportional Representation in RetrievalCode0
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024—0
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL—0
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
LitSearch: A Retrieval Benchmark for Scientific Literature SearchCode2
ASGIR: Audio Spectrogram Transformer Guided Classification And Information Retrieval For BirdsCode0
Attribute or Abstain: Large Language Models as Long Document AssistantsCode0
Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIRCode0
A Critical Review of Causal Reasoning Benchmarks for Large Language Models—0
Incremental Multiview Point Cloud Registration with Two-stage Candidate Retrieval—0
FACTS About Building Retrieval Augmented Generation-based Chatbots—0
KaiRacters: Character-level-based Writer Retrieval for Greek Papyri—0
EA-VTR: Event-Aware Video-Text Retrieval—0
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?—0
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging—0
Scaling Retrieval-Based Language Models with a Trillion-Token DatastoreCode3
Embark on DenseQuest: A System for Selecting the Best Dense Retriever for a Custom Collection—0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise QueriesCode0
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning MethodsCode7
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution PerspectiveCode3
Empirical analysis of Binding Precedent efficiency in the Brazilian Supreme Court via Similar Case Retrieval—0
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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