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 14011425 of 14297 papers

TitleStatusHype
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
C-STS: Conditional Semantic Textual SimilarityCode1
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
ALIP: Adaptive Language-Image Pre-training with Synthetic CaptionCode1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
Fast and Incremental Loop Closure Detection Using Proximity GraphsCode1
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)Code1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Fast Online Hashing with Multi-Label ProjectionCode1
Fast-Slow Transformer for Visually Grounding SpeechCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
Attentive Mask CLIPCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
FELM: Benchmarking Factuality Evaluation of Large Language ModelsCode1
Few-Shot Bot: Prompt-Based Learning for Dialogue SystemsCode1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn DialogueCode1
Asymmetric Hash Code Learning for Remote Sensing Image RetrievalCode1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place RecognitionCode1
Show:102550
← PrevPage 57 of 572Next →

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