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 751–800 of 14297 papers

TitleStatusHype
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image RetrievalCode1
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic SegmentationCode1
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search—0
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack—0
LOCORE: Image Re-ranking with Long-Context Sequence ModelingCode1
FusionSegReID: Advancing Person Re-Identification with Multimodal Retrieval and Precise Segmentation—0
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing—0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge RetrievalCode0
A Survey of Multimodal Retrieval-Augmented Generation—0
Reasoning Beyond Limits: Advances and Open Problems for LLMs—0
Named Entity Recognition in Context—0
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care—0
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents—0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian—0
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree SearchCode2
RALLRec+: Retrieval Augmented Large Language Model Recommendation with ReasoningCode0
Dewey Long Context Embedding Model: A Technical Report—0
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion—0
Context-Efficient Retrieval with Factual Decomposition—0
GENIUS: A Generative Framework for Universal Multimodal SearchCode2
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on GraphsCode2
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer TextCode1
CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation—0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
CoLLM: A Large Language Model for Composed Image RetrievalCode1
Fine-grained Textual Inversion Network for Zero-Shot Composed Image RetrievalCode1
Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
A Survey of Large Language Model Agents for Question Answering—0
Training-Free Personalization via Retrieval and Reasoning on Fingerprints—0
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks—0
Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval—0
Exploring Training and Inference Scaling Laws in Generative RetrievalCode0
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language—0
Toward building next-generation Geocoding systems: a systematic review—0
CCMusic: An Open and Diverse Database for Chinese Music Information Retrieval Research—0
SciClaims: An End-to-End Generative System for Biomedical Claim Analysis—0
LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQLCode2
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses—0
Retrieval Augmented Generation and Understanding in Vision: A Survey and New OutlookCode3
SLIDE: Sliding Localized Information for Document Extraction—0
Decorum: A Language-Based Approach For Style-Conditioned Synthesis of Indoor 3D Scenes—0
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA—0
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QACode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
Financial Wind Tunnel: A Retrieval-Augmented Market Simulator—0
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models—0
Enhancing Retrieval Systems with Inference-Time Logical Reasoning—0
good4cir: Generating Detailed Synthetic Captions for Composed Image 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