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 776–800 of 14297 papers

TitleStatusHype
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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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