ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios
Fuente:
arXiv
Saved in:
| Main Authors: | Loison, António, Macé, Quentin, Edy, Antoine, Xing, Victor, Balough, Tom, Moreira, Gabriel, Liu, Bo, Faysse, Manuel, Hudelot, Céline, Viaud, Gautier |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval
by: Macé, Quentin, et al.
Published: (2025)
by: Macé, Quentin, et al.
Published: (2025)
ModernVBERT: Towards Smaller Visual Document Retrievers
by: Teiletche, Paul, et al.
Published: (2025)
by: Teiletche, Paul, et al.
Published: (2025)
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
by: Conti, Max, et al.
Published: (2025)
by: Conti, Max, et al.
Published: (2025)
ColPali: Efficient Document Retrieval with Vision Language Models
by: Faysse, Manuel, et al.
Published: (2024)
by: Faysse, Manuel, et al.
Published: (2024)
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
by: Edy, Antoine, et al.
Published: (2026)
by: Edy, Antoine, et al.
Published: (2026)
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering
by: Muller, Sacha, et al.
Published: (2024)
by: Muller, Sacha, et al.
Published: (2024)
Experiential Reflective Learning for Self-Improving LLM Agents
by: Allard, Marc-Antoine, et al.
Published: (2026)
by: Allard, Marc-Antoine, et al.
Published: (2026)
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism
by: Gisserot-Boukhlef, Hippolyte, et al.
Published: (2024)
by: Gisserot-Boukhlef, Hippolyte, et al.
Published: (2024)
CroissantLLM: A Truly Bilingual French-English Language Model
by: Faysse, Manuel, et al.
Published: (2024)
by: Faysse, Manuel, et al.
Published: (2024)
TEGRA: Text Encoding With Graph and Retrieval Augmentation for Misinformation Detection
by: Faye, Géraud, et al.
Published: (2026)
by: Faye, Géraud, et al.
Published: (2026)
Judge's Verdict: A Comprehensive Analysis of LLM Judge Capability Through Human Agreement
by: Han, Steve, et al.
Published: (2025)
by: Han, Steve, et al.
Published: (2025)
Retrieval-Based Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios
by: Corbière, Charles, et al.
Published: (2025)
by: Corbière, Charles, et al.
Published: (2025)
A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques
by: Ledaguenel, Arthur, et al.
Published: (2024)
by: Ledaguenel, Arthur, et al.
Published: (2024)
LIR: The First Workshop on Late Interaction and Multi Vector Retrieval @ ECIR 2026
by: Clavié, Benjamin, et al.
Published: (2025)
by: Clavié, Benjamin, et al.
Published: (2025)
The Sample Complexity of Lossless Data Compression
by: Viaud, Terence, et al.
Published: (2026)
by: Viaud, Terence, et al.
Published: (2026)
ConceptGuard: Neuro-Symbolic Safety Guardrails via Sparse Interpretable Jailbreak Concepts
by: Aswal, Darpan, et al.
Published: (2025)
by: Aswal, Darpan, et al.
Published: (2025)
OmniGround: A Comprehensive Spatio-Temporal Grounding Benchmark for Real-World Complex Scenarios
by: Gao, Hong, et al.
Published: (2025)
by: Gao, Hong, et al.
Published: (2025)
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
by: Huang, Shijue, et al.
Published: (2024)
by: Huang, Shijue, et al.
Published: (2024)
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios
by: Ding, Wenhao, et al.
Published: (2023)
by: Ding, Wenhao, et al.
Published: (2023)
Should We Still Pretrain Encoders with Masked Language Modeling?
by: Gisserot-Boukhlef, Hippolyte, et al.
Published: (2025)
by: Gisserot-Boukhlef, Hippolyte, et al.
Published: (2025)
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
by: Wang, Qiuchen, et al.
Published: (2025)
by: Wang, Qiuchen, et al.
Published: (2025)
Improving Neural-based Classification with Logical Background Knowledge
by: Ledaguenel, Arthur, et al.
Published: (2024)
by: Ledaguenel, Arthur, et al.
Published: (2024)
Neurosymbolic Conformal Classification
by: Ledaguenel, Arthur, et al.
Published: (2024)
by: Ledaguenel, Arthur, et al.
Published: (2024)
Recommendation of data-free class-incremental learning algorithms by simulating future data
by: Feillet, Eva, et al.
Published: (2024)
by: Feillet, Eva, et al.
Published: (2024)
DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios
by: Kollias, Dimitrios, et al.
Published: (2025)
by: Kollias, Dimitrios, et al.
Published: (2025)
DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios
by: Gao, Zeyu, et al.
Published: (2025)
by: Gao, Zeyu, et al.
Published: (2025)
ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable
by: Yin, Yuan, et al.
Published: (2024)
by: Yin, Yuan, et al.
Published: (2024)
Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
by: Evennou, Gautier, et al.
Published: (2024)
by: Evennou, Gautier, et al.
Published: (2024)
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios
by: Lin, Hai, et al.
Published: (2024)
by: Lin, Hai, et al.
Published: (2024)
As disputas de cortesia no espaço urbano: Quando a cortesia se transforma em violência
by: Carole Gayet-Viaud
Published: (2008)
by: Carole Gayet-Viaud
Published: (2008)
RGBT-Ground Benchmark: Visual Grounding Beyond RGB in Complex Real-World Scenarios
by: Zhao, Tianyi, et al.
Published: (2025)
by: Zhao, Tianyi, et al.
Published: (2025)
Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios
by: Yan, Peizheng, et al.
Published: (2026)
by: Yan, Peizheng, et al.
Published: (2026)
Scenario Extraction from a Large Real-World Dataset for the Assessment of Automated Vehicles
by: Guo, Detian, et al.
Published: (2023)
by: Guo, Detian, et al.
Published: (2023)
Enhancing Node Representations for Real-World Complex Networks with Topological Augmentation
by: Zhao, Xiangyu, et al.
Published: (2024)
by: Zhao, Xiangyu, et al.
Published: (2024)
What Could a Social Mediator Robot Do? Lessons from Real-World Mediation Scenarios
by: Weisswange, Thomas H., et al.
Published: (2023)
by: Weisswange, Thomas H., et al.
Published: (2023)
Long-Range Biometric Identification in Real World Scenarios: A Comprehensive Evaluation Framework Based on Missions
by: Aykac, Deniz, et al.
Published: (2024)
by: Aykac, Deniz, et al.
Published: (2024)
Time Series Forecasting Through the Lens of Dynamics
by: Brachet, Alexis-Raja, et al.
Published: (2025)
by: Brachet, Alexis-Raja, et al.
Published: (2025)
Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics
by: Bernas, Raphael, et al.
Published: (2026)
by: Bernas, Raphael, et al.
Published: (2026)
Registration of Longitudinal Liver Examinations for Tumor Progress Assessment
by: Yassine, Walid, et al.
Published: (2025)
by: Yassine, Walid, et al.
Published: (2025)
Similar Items
-
ViDoRe Benchmark V2: Raising the Bar for Visual Retrieval
by: Macé, Quentin, et al.
Published: (2025) -
ModernVBERT: Towards Smaller Visual Document Retrievers
by: Teiletche, Paul, et al.
Published: (2025) -
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
by: Conti, Max, et al.
Published: (2025) -
ColPali: Efficient Document Retrieval with Vision Language Models
by: Faysse, Manuel, et al.
Published: (2024) -
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
by: Edy, Antoine, et al.
Published: (2026)