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 1331–1340 of 4740 papers

TitleStatusHype
Query Exposure Prediction for Groups of Documents in Rankings—0
Enhancing Image Retrieval : A Comprehensive Study on Photo Search using the CLIP Mode—0
It's About Time: Incorporating Temporality in Retrieval Augmented Language Models—0
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements—0
Simple Domain Adaptation for Sparse Retrievers—0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
Publication venue recommendation using profiles based on clustering—0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment—0
On the selection of the correct number of terms for profile construction: theoretical and empirical analysis—0
Positive unlabeled learning for building recommender systems in a parliamentary setting—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