Taxonomy-Aware Evaluation of Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Snæbjarnarson, Vésteinn, Du, Kevin, Stoehr, Niklas, Belongie, Serge, Cotterell, Ryan, Lang, Nico, Frank, Stella |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Discriminative Class Tokens for Text-to-Image Diffusion Models
by: Schwartz, Idan, et al.
Published: (2023)
by: Schwartz, Idan, et al.
Published: (2023)
Assessing Neural Network Robustness via Adversarial Pivotal Tuning
by: Christensen, Peter Ebert, et al.
Published: (2022)
by: Christensen, Peter Ebert, et al.
Published: (2022)
Activation Scaling for Steering and Interpreting Language Models
by: Stoehr, Niklas, et al.
Published: (2024)
by: Stoehr, Niklas, et al.
Published: (2024)
Context versus Prior Knowledge in Language Models
by: Du, Kevin, et al.
Published: (2024)
by: Du, Kevin, et al.
Published: (2024)
MMEarth-Bench: Global Model Adaptation via Multimodal Test-Time Training
by: Gordon, Lucia, et al.
Published: (2026)
by: Gordon, Lucia, et al.
Published: (2026)
Labeled Data Selection for Category Discovery
by: Zhao, Bingchen, et al.
Published: (2024)
by: Zhao, Bingchen, et al.
Published: (2024)
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation
by: Yu, Hong-Tao, et al.
Published: (2025)
by: Yu, Hong-Tao, et al.
Published: (2025)
Evaluation of Cultural Competence of Vision-Language Models
by: Yadav, Srishti, et al.
Published: (2025)
by: Yadav, Srishti, et al.
Published: (2025)
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
by: Enevoldsen, Philip, et al.
Published: (2023)
by: Enevoldsen, Philip, et al.
Published: (2023)
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
by: Jyhne, Sander Riisøen, et al.
Published: (2025)
by: Jyhne, Sander Riisøen, et al.
Published: (2025)
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model
by: An, Zhaochong, et al.
Published: (2025)
by: An, Zhaochong, et al.
Published: (2025)
Gumbel Counterfactual Generation From Language Models
by: Ravfogel, Shauli, et al.
Published: (2024)
by: Ravfogel, Shauli, et al.
Published: (2024)
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
by: Pach, Mateusz, et al.
Published: (2025)
by: Pach, Mateusz, et al.
Published: (2025)
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning
by: Nedungadi, Vishal, et al.
Published: (2024)
by: Nedungadi, Vishal, et al.
Published: (2024)
Better Language Models Exhibit Higher Visual Alignment
by: Ruthardt, Jona, et al.
Published: (2024)
by: Ruthardt, Jona, et al.
Published: (2024)
Contrastive Decoding for Synthetic Data Generation in Low-Resource Language Modeling
by: Ulm, Jannek, et al.
Published: (2025)
by: Ulm, Jannek, et al.
Published: (2025)
On the Proper Treatment of Units in Surprisal Theory
by: Kiegeland, Samuel, et al.
Published: (2026)
by: Kiegeland, Samuel, et al.
Published: (2026)
Perceptual Taxonomy: Evaluating and Guiding Hierarchical Scene Reasoning in Vision-Language Models
by: Lee, Jonathan, et al.
Published: (2025)
by: Lee, Jonathan, et al.
Published: (2025)
HiddenObjects: Scalable Diffusion-Distilled Spatial Priors for Object Placement
by: Schouten, Marco, et al.
Published: (2026)
by: Schouten, Marco, et al.
Published: (2026)
PhysConvex: Physics-Informed 3D Dynamic Convex Radiance Fields for Reconstruction and Simulation
by: Wang, Dan, et al.
Published: (2026)
by: Wang, Dan, et al.
Published: (2026)
POEM: Precise Object-level Editing via MLLM control
by: Schouten, Marco, et al.
Published: (2025)
by: Schouten, Marco, et al.
Published: (2025)
Revisiting the Perception-Distortion Trade-off with Spatial-Semantic Guided Super-Resolution
by: Wang, Dan, et al.
Published: (2026)
by: Wang, Dan, et al.
Published: (2026)
Unlearning-based Neural Interpretations
by: Choi, Ching Lam, et al.
Published: (2024)
by: Choi, Ching Lam, et al.
Published: (2024)
RAIGen: Rare Attribute Identification in Text-to-Image Generative Models
by: Sreelatha, Silpa Vadakkeeveetil, et al.
Published: (2026)
by: Sreelatha, Silpa Vadakkeeveetil, et al.
Published: (2026)
LoQT: Low-Rank Adapters for Quantized Pretraining
by: Loeschcke, Sebastian, et al.
Published: (2024)
by: Loeschcke, Sebastian, et al.
Published: (2024)
Transducing Language Models
by: Snæbjarnarson, Vésteinn, et al.
Published: (2026)
by: Snæbjarnarson, Vésteinn, et al.
Published: (2026)
Noise-Coded Illumination for Forensic and Photometric Video Analysis
by: Michael, Peter F., et al.
Published: (2025)
by: Michael, Peter F., et al.
Published: (2025)
Uncertainty-Aware Evaluation for Vision-Language Models
by: Kostumov, Vasily, et al.
Published: (2024)
by: Kostumov, Vasily, et al.
Published: (2024)
MVT: Mask-Grounded Vision-Language Models for Taxonomy-Aligned Land-Cover Tagging
by: Chen, Siyi, et al.
Published: (2025)
by: Chen, Siyi, et al.
Published: (2025)
Reasoning in Computer Vision: Taxonomy, Models, Tasks, and Methodologies
by: Sarkar, Ayushman, et al.
Published: (2025)
by: Sarkar, Ayushman, et al.
Published: (2025)
RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation
by: Sreelatha, Silpa Vadakkeeveetil, et al.
Published: (2025)
by: Sreelatha, Silpa Vadakkeeveetil, et al.
Published: (2025)
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
by: Jing, Liqiang, et al.
Published: (2023)
by: Jing, Liqiang, et al.
Published: (2023)
FIHA: Autonomous Hallucination Evaluation in Vision-Language Models with Davidson Scene Graphs
by: Yan, Bowen, et al.
Published: (2024)
by: Yan, Bowen, et al.
Published: (2024)
Assessing Visual Privacy Risks in Multimodal AI: A Novel Taxonomy-Grounded Evaluation of Vision-Language Models
by: Tsaprazlis, Efthymios, et al.
Published: (2025)
by: Tsaprazlis, Efthymios, et al.
Published: (2025)
FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
by: Hayes, Kevin David, et al.
Published: (2025)
by: Hayes, Kevin David, et al.
Published: (2025)
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
by: An, Zhaochong, et al.
Published: (2024)
by: An, Zhaochong, et al.
Published: (2024)
Rethinking Few-shot 3D Point Cloud Semantic Segmentation
by: An, Zhaochong, et al.
Published: (2024)
by: An, Zhaochong, et al.
Published: (2024)
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
by: Pach, Mateusz, et al.
Published: (2026)
by: Pach, Mateusz, et al.
Published: (2026)
Mixture of Prompt Learning for Vision Language Models
by: Du, Yu, et al.
Published: (2024)
by: Du, Yu, et al.
Published: (2024)
VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward
by: An, Zhaochong, et al.
Published: (2026)
by: An, Zhaochong, et al.
Published: (2026)
Similar Items
-
Discriminative Class Tokens for Text-to-Image Diffusion Models
by: Schwartz, Idan, et al.
Published: (2023) -
Assessing Neural Network Robustness via Adversarial Pivotal Tuning
by: Christensen, Peter Ebert, et al.
Published: (2022) -
Activation Scaling for Steering and Interpreting Language Models
by: Stoehr, Niklas, et al.
Published: (2024) -
Context versus Prior Knowledge in Language Models
by: Du, Kevin, et al.
Published: (2024) -
MMEarth-Bench: Global Model Adaptation via Multimodal Test-Time Training
by: Gordon, Lucia, et al.
Published: (2026)