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 3551–3575 of 4740 papers

TitleStatusHype
On Evaluation Validity in Music Autotagging—0
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory—0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data—0
Online and Offline Evaluation in Search Clarification—0
Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems—0
Online Information Retrieval Evaluation using the STELLA Framework—0
Online Information Retrieval for Language Learning—0
Online Learning in Tensor Space—0
Online Learning to Rank in Stochastic Click Models—0
Online Sentence Novelty Scoring for Topical Document Streams—0
On metric embedding for boosting semantic similarity computations—0
On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures—0
On quantum statistics in data analysis—0
On Sanskrit and Information Retrieval—0
On the Application of Link Analysis Algorithms for Ranking Bipartite Graphs—0
On the Bayes-optimality of F-measure maximizers—0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers—0
On the Complexity of Inner Product Similarity Join—0
On the contribution of discourse structure to topic segmentation—0
On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions—0
On the Effectiveness of Large Language Models in Automating Categorization of Scientific Texts—0
On the Effectiveness of Pretrained Models for API Learning—0
On the Effectiveness of Speech Self-supervised Learning for Music—0
On the Equilibrium of Query Reformulation and Document Retrieval—0
On the Estimation and Use of Statistical Modelling in Information Retrieval—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