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

Showing 22262250 of 14297 papers

TitleStatusHype
Semantic Diversity Learning for Zero-Shot Multi-label ClassificationCode1
Conversational Entity Linking: Problem Definition and DatasetsCode1
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
Few-Shot Conversational Dense RetrievalCode1
Lawformer: A Pre-trained Language Model for Chinese Legal Long DocumentsCode1
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding IndexCode1
Passage Retrieval for Outside-Knowledge Visual Question AnsweringCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Probabilistic Visual Place Recognition for Hierarchical LocalizationCode1
Audio Retrieval with Natural Language QueriesCode1
WTR: A Test Collection for Web Table RetrievalCode1
Retrieving Complex Tables with Multi-Granular Graph Representation LearningCode1
SmoothI: Smooth Rank Indicators for Differentiable IR MetricsCode1
GeoWINE: Geolocation based Wiki, Image,News and Event RetrievalCode1
Boosting Co-teaching with Compression Regularization for Label NoiseCode1
On the Unreasonable Effectiveness of Centroids in Image RetrievalCode1
TRECVID 2020: A comprehensive campaign for evaluating video retrieval tasks across multiple application domainsCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosCode1
The 5th AI City ChallengeCode1
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of IdiomsCode1
MusCaps: Generating Captions for Music AudioCode1
Learning Passage Impacts for Inverted IndexesCode1
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and TextCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified