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 42514300 of 14297 papers

TitleStatusHype
Improving Multitask Retrieval by Promoting Task SpecializationCode0
CODER: An efficient framework for improving retrieval through COntextual Document Embedding RerankingCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalCode0
Improving language models by retrieving from trillions of tokensCode0
Improving Deep Representation Learning via Auxiliary Learnable Target CodingCode0
code2seq: Generating Sequences from Structured Representations of CodeCode0
Improving Collaborative Metric Learning with Efficient Negative SamplingCode0
COCO-CN for Cross-Lingual Image Tagging, Captioning and RetrievalCode0
Improving Biomedical Entity Linking with Retrieval-enhanced LearningCode0
A^2-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image RetrievalCode0
Improved Learned Sparse Retrieval with Corpus-Specific VocabulariesCode0
ImpliRet: Benchmarking the Implicit Fact Retrieval ChallengeCode0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
Impact of the Query Set on the Evaluation of Expert Finding SystemsCode0
Impact of time and note duration tokenizations on deep learning symbolic music modelingCode0
Improved Embeddings with Easy Positive Triplet MiningCode0
Improving Automatic Source Code Summarization via Deep Reinforcement LearningCode0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
Image-to-image translation for cross-domain disentanglementCode0
A selectional auto-encoder approach for document image binarizationCode0
Coarse-to-Fine Memory Matching for Joint Retrieval and ClassificationCode0
Images & Recipes: Retrieval in the cooking contextCode0
A Hybrid Retrieval-Generation Neural Conversation ModelCode0
Image Super-resolution via Feature-augmented Random ForestCode0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
CoaCor: Code Annotation for Code Retrieval with Reinforcement LearningCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard ExamplesCode0
CNN Features off-the-shelf: an Astounding Baseline for RecognitionCode0
Image Captioning with Deep Bidirectional LSTMsCode0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine TranslationCode0
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical TrialsCode0
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERTCode0
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote SensingCode0
cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex PolytopeCode0
ICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval ModelsCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
IDEAL: Independent Domain Embedding Augmentation LearningCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten DocumentsCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
Long-context Language Models Cannot Retrieve Without Sufficient StepsCode0
Show:102550
← PrevPage 86 of 286Next →

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