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 751–775 of 4740 papers

TitleStatusHype
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Hyperdimensional Quantum Factorization—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Robust Information Retrieval—0
Prediction of the Realisation of an Information Need: An EEG Study—0
Text Information Retrieval in Tetun: A Preliminary Study—0
Evaluating the Retrieval Component in LLM-Based Question Answering Systems—0
Synthetic Query Generation using Large Language Models for Virtual Assistants—0
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval—0
MOSA: Music Motion with Semantic Annotation Dataset for Cross-Modal Music ProcessingCode1
Transforming Wearable Data into Health Insights using Large Language Model Agents—0
MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model—0
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More—0
Corpus Poisoning via Approximate Greedy Gradient DescentCode0
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question AnsweringCode1
PQPP: A Joint Benchmark for Text-to-Image Prompt and Query Performance PredictionCode0
Meta-learning for Positive-unlabeled Classification—0
Measuring and Addressing Indexical Bias in Information RetrievalCode0
Reducing the climate impact of data portals: a case study—0
The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches—0
MidiCaps: A large-scale MIDI dataset with text captionsCode2
Explainable Deep Learning Analysis for Raga Identification in Indian Art MusicCode0
Demo: Soccer Information Retrieval via Natural Queries using SoccerRAGCode0
A Survey of Generative Information RetrievalCode0
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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