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 4701–4725 of 14297 papers

TitleStatusHype
Validating Synthetic Usage Data in Living Lab EnvironmentsCode0
ESA: External Space Attention Aggregation for Image-Text RetrievalCode1
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss WeightingCode0
The Solution for the CVPR2023 NICE Image Captioning Challenge—0
Uni3D: Exploring Unified 3D Representation at ScaleCode2
GPT-4 as an Agronomist Assistant? Answering Agriculture Exams Using Large Language Models—0
Topological RANSAC for instance verification and retrieval without fine-tuning—0
How (not) to ensemble LVLMs for VQA—0
Efficient Retrieval of Images with Irregular Patterns using Morphological Image Analysis: Applications to Industrial and Healthcare datasets—0
Hexa: Self-Improving for Knowledge-Grounded Dialogue System—0
Teaching Language Models to Hallucinate Less with Synthetic Tasks—0
MuseChat: A Conversational Music Recommendation System for VideosCode0
Get the gist? Using large language models for few-shot decontextualization—0
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval—0
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual ScreeningCode1
Distortion-Aware Phase Retrieval Receiver for High-Order QAM Transmission with Carrierless Intensity-Only Measurements—0
Developing and Refining a Multifunctional Facial Recognition System for Older Adults with Cognitive Impairments: A Journey Towards Enhanced Quality of LifeCode0
Sequential Tag Recommendation—0
Augmented Embeddings for Custom Retrievals—0
Sentence-level Prompts Benefit Composed Image RetrievalCode1
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model AttributionCode0
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence—0
Generalized Neural Collapse for a Large Number of Classes—0
ReZG: Retrieval-Augmented Zero-Shot Counter Narrative Generation for Hate SpeechCode0
Robust Angular Synchronization via Directed Graph Neural NetworksCode0
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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