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 3581–3590 of 4740 papers

TitleStatusHype
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
On the Replicability of Combining Word Embeddings and Retrieval Models—0
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective—0
On the Role of Activation Functions in EEG-To-Text Decoder—0
Vertex Nomination in Richly Attributed Networks—0
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis—0
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation—0
On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach—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