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 1621–1630 of 4740 papers

TitleStatusHype
Efficient Methods for Natural Language Processing: A Survey—0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
Contrastive Audio-Language Learning for MusicCode1
A Study on Broadcast Networks for Music Genre ClassificationCode0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Generalized Relative Neighborhood Graph (GRNG) for Similarity Search—0
A Contrastive Pre-training Approach to Learn Discriminative Autoencoder for Dense Retrieval—0
Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval—0
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method—0
Sampling Through the Lens of Sequential Decision Making—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