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 9026–9050 of 14297 papers

TitleStatusHype
A Pluggable Learned Index Method via Sampling and Gap Insertion—0
One word at a time: adversarial attacks on retrieval models—0
Neural Signatures for Licence Plate Re-identification—0
Neural Storage: A New Paradigm of Elastic Memory—0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs—0
On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering—0
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components—0
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned—0
Engineering RAG Systems for Real-World Applications: Design, Development, and Evaluation—0
Multi-hop Question Answering under Temporal Knowledge Editing—0
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing—0
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension—0
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning—0
NeuroSED: Learning Subgraph Similarity via Graph Neural Networks—0
A Complete Year of User Retrieval Sessions in a Social Sciences Academic Search Engine—0
A PLMs based protein retrieval framework—0
Engram Memory Encoding and Retrieval: A Neurocomputational Perspective—0
Multi-Head Deep Metric Learning Using Global and Local Representations—0
Efficient Document Indexing Using Pivot Tree—0
Enhanced document retrieval with topic embeddings—0
New Ideas and Trends in Deep Multimodal Content Understanding: A Review—0
New Insights Into Laplacian Similarity Search—0
New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns—0
Enhanced Knowledge Injection for Radiology Report Generation—0
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—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