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 2391–2400 of 4740 papers

TitleStatusHype
On the Equilibrium of Query Reformulation and Document Retrieval—0
On the Estimation and Use of Statistical Modelling in Information Retrieval—0
On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations—0
On the Feasibility of Automated Detection of Allusive Text Reuse—0
On-the-fly Historical Handwritten Text Annotation—0
On-The-Fly Information Retrieval Augmentation for Language Models—0
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval—0
On the Information Leakage in Private Information Retrieval Systems—0
On the Merging of Domain-Specific Heterogeneous Ontologies using Wordnet and Web Pattern-based Queries—0
On the Reliability of Test Collections for Evaluating Systems of Different Types—0
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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