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 926–950 of 4740 papers

TitleStatusHype
ChatSOS: Vector Database Augmented Generative Question Answering Assistant in Safety Engineering—0
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—0
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments—0
Checking Fact Worthiness using Sentence Embeddings—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain—0
CHIC: Corporate Document for Visual question Answering—0
Chinese Answer Extraction Based on POS Tree and Genetic Algorithm—0
Chinese Characters Mapping Table of Japanese, Traditional Chinese and Simplified Chinese—0
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement—0
Chinese Grammatical Error Diagnosis with Long Short-Term Memory Networks—0
Chinese in the Grammatical Framework: Grammar, Translation, and Other Applications Anonymous—0
Chinese Movie Dialogue Question Answering Dataset—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification—0
Chinese Zero Pronoun Resolution with Deep Memory Network—0
CHISPA on the GO: A mobile Chinese-Spanish translation service for travellers in trouble—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Choppy: Cut Transformer For Ranked List Truncation—0
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model—0
ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition—0
Chord Recognition- Music and Audio Information Retrieval—0
A Refined End-to-End Discourse Parser—0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
An Exact Algorithm for F-Measure Maximization—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