Cover Image

MIRACL-VISION: A Large, multilingual, visual document retrieval benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Osmulski, Radek, Moreira, Gabriel de Souza P., Ak, Ronay, Xu, Mengyao, Schifferer, Benedikt, Oldridge, Even
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

NV-Retriever: Improving text embedding models with effective hard-negative mining
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)

Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)

Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks
by: Babakhin, Yauhen, et al.
Published: (2025)

Nemotron ColEmbed V2: Top-Performing Late Interaction Embedding Models for Visual Document Retrieval
by: Moreira, Gabriel de Souza P., et al.
Published: (2026)

Llama Nemoretriever Colembed: Top-Performing Text-Image Retrieval Model
by: Xu, Mengyao, et al.
Published: (2025)

Omni-Embed-Nemotron: A Unified Multimodal Retrieval Model for Text, Image, Audio, and Video
by: Xu, Mengyao, et al.
Published: (2025)

Enhanced document retrieval with topic embeddings
by: Huseynova, Kavsar, et al.
Published: (2024)

Can we repurpose multiple-choice question-answering models to rerank retrieved documents?
by: Catapang, Jasper Kyle
Published: (2025)

Ontology-driven personalized information retrieval for XML documents
by: Iddir, Ounnaci, et al.
Published: (2026)

Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval
by: Jouanneau, Warren, et al.
Published: (2024)

Direct content-based retrieval from music scores images
by: Luna-Barahona, Noelia, et al.
Published: (2026)

DAPFAM: A Domain-Aware Family-level Dataset to benchmark cross domain patent retrieval
by: Ayaou, Iliass, et al.
Published: (2025)

Uncertainty-aware sign language video retrieval with probability distribution modeling
by: Wu, Xuan, et al.
Published: (2024)

Acquisition of interpretable domain information during brain MR image harmonization for content-based image retrieval
by: Abe, Keima, et al.
Published: (2025)

A comprehensive multimodal dataset and benchmark for ulcerative colitis scoring in endoscopy
by: Ghatwary, Noha, et al.
Published: (2026)

PARK: Personalized academic retrieval with knowledge-graphs
by: Kasela, Pranav, et al.
Published: (2025)

Unsupervised dense retrieval with conterfactual contrastive learning
by: Chen, Haitian, et al.
Published: (2024)

Domain-invariant feature learning in brain MR imaging for content-based image retrieval
by: Tobari, Shuya, et al.
Published: (2025)

Enhancing patent retrieval using automated patent summarization
by: Kamateri, Eleni, et al.
Published: (2025)

The future of document indexing: GPT and Donut revolutionize table of content processing
by: Feyisa, Degaga Wolde, et al.
Published: (2024)

Embedding based retrieval for long tail search queries in ecommerce
by: Kekuda, Akshay, et al.
Published: (2025)

Hierarchical corpus encoder: Fusing generative retrieval and dense indices
by: Chen, Tongfei, et al.
Published: (2025)

FiCo-ITR: bridging fine-grained and coarse-grained image-text retrieval for comparative performance analysis
by: Williams-Lekuona, Mikel, et al.
Published: (2024)

GlobalMood: A cross-cultural benchmark for music emotion recognition
by: Lee, Harin, et al.
Published: (2025)

Predicting IR Personalization Performance using Pre-retrieval Query Predictors
by: Vicente-López, Eduardo, et al.
Published: (2024)

HLTCOE at LiveRAG: GPT-Researcher using ColBERT retrieval
by: Duh, Kevin, et al.
Published: (2025)

Rethinking LLM Parametric Knowledge as Post-retrieval Confidence for Dynamic Retrieval and Reranking
by: Jin, Haoxiang, et al.
Published: (2025)

Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis
by: Bahr, Lukas, et al.
Published: (2024)

What are the limits of cross-lingual dense passage retrieval for low-resource languages?
by: Wu, Jie, et al.
Published: (2024)

LexPath: A domain-oriented multi-path framework for legal article retrieval
by: Liu, Weixuan, et al.
Published: (2026)

UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
by: Jiang, Haoyu, et al.
Published: (2024)

Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising
by: Liu, Tongtong, et al.
Published: (2025)

Multimodal semantic retrieval for product search
by: Liu, Dong, et al.
Published: (2025)

Self-supervised learning for phase retrieval
by: Sechaud, Victor, et al.
Published: (2025)

POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval
by: Liu, Yaoyang, et al.
Published: (2025)

The Coverage Illusion: From Pre-retrieval Routing Failure to Post-retrieval Cascades in a Production RAG System
by: Hussain, Zafar, et al.
Published: (2026)

Exploring Large Language Models for Relevance Judgments in Tetun
by: de Jesus, Gabriel, et al.
Published: (2024)

Information Retrieval in long documents: Word clustering approach for improving Semantics
by: Mekontchou, Paul Mbathe, et al.
Published: (2023)

Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
by: Lu, Xuan, et al.
Published: (2025)

CoLLM: A Large Language Model for Composed Image Retrieval
by: Huynh, Chuong, et al.
Published: (2025)