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 3426–3450 of 4740 papers

TitleStatusHype
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions—0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs—0
Multimodal music information processing and retrieval: survey and future challenges—0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis—0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
Multimodal Representation Alignment for Cross-modal Information Retrieval—0
Multi-Modal Representations for Improved Bilingual Lexicon Learning—0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization—0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Multi-Perspective Semantic Information Retrieval—0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection—0
Multiple In-text Reference Aggregation Phenomenon—0
Multiresolution Graph Attention Networks for Relevance Matching—0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Multi-source Multi-view Transfer Learning in Neural Topic Modeling with Pretrained Topic and Word Embeddings—0
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems—0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering—0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Multitask learning for instrument activation aware music source separation—0
MultiUN v2: UN Documents with Multilingual Alignments—0
Multivariate Gaussian Topic Modelling: A novel approach to discover topics with greater semantic coherence—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