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 351–375 of 4740 papers

TitleStatusHype
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal RetrievalCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Learning Cross-Lingual IR from an English RetrieverCode1
Learning music audio representations via weak language supervisionCode1
An Optimal Algorithm for Finding Champions in Tournament GraphsCode1
Streamlining Evaluation with ir-measuresCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
Music Classification: Beyond Supervised Learning, Towards Real-world ApplicationsCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Learning To Generate Piano Music With Sustain PedalsCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense RetrievalCode1
SPLADE v2: Sparse Lexical and Expansion Model for Information RetrievalCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Complex Knowledge Base Question Answering: A SurveyCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
Sequence-to-Sequence Piano Transcription with TransformersCode1
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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