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 23012325 of 14297 papers

TitleStatusHype
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Fast and Incremental Loop Closure Detection Using Proximity GraphsCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)Code1
Efficient Neural Ranking using Forward IndexesCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
AESOP: Paraphrase Generation with Adaptive Syntactic ControlCode1
FedCMR: Federated Cross-Modal RetrievalCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
FeTaQA: Free-form Table Question AnsweringCode1
FETA: Towards Specializing Foundation Models for Expert Task ApplicationsCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMsCode1
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Answering Questions on COVID-19 in Real-TimeCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
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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