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 151–175 of 4740 papers

TitleStatusHype
Dive into Decision Trees and Forests: A Theoretical DemonstrationCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Active Learning from the WebCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster ManagementCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience ReportCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
Deeper Convolutional Neural Networks and Broad Augmentation Policies Improve Performance in Musical Key EstimationCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Deep metric learning using Triplet networkCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Latent Retrieval for Weakly Supervised Open Domain Question AnsweringCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor SearchCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
C-STS: Conditional Semantic Textual SimilarityCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
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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