SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 376–400 of 4740 papers

TitleStatusHype
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
MARBLE: Music Audio Representation Benchmark for Universal EvaluationCode1
Match-Ignition: Plugging PageRank into Transformer for Long-form Text MatchingCode1
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Boilerplate Removal using a Neural Sequence Labeling ModelCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
Co-design Hardware and Algorithm for Vector SearchCode1
More Robust Dense Retrieval with Contrastive Dual LearningCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
Music Artist Classification with Convolutional Recurrent Neural NetworksCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
MUVERA: Multi-Vector Retrieval via Fixed Dimensional EncodingsCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Audio Embeddings as Teachers for Music ClassificationCode1
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified