Back to the Baseline: Examining Baseline Effects on Explainability Metrics
Fuente:
arXiv
Saved in:
| Main Authors: | Picard, Agustin Martin, Boissin, Thibaut, Subhash, Varshini, Cadène, Rémi, Fel, Thomas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization
by: Fel, Thomas, et al.
Published: (2023)
by: Fel, Thomas, et al.
Published: (2023)
Sparks of Explainability: Recent Advancements in Explaining Large Vision Models
by: Fel, Thomas
Published: (2025)
by: Fel, Thomas
Published: (2025)
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
by: Serrurier, Mathieu, et al.
Published: (2022)
by: Serrurier, Mathieu, et al.
Published: (2022)
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
by: Barkan, Oren, et al.
Published: (2024)
by: Barkan, Oren, et al.
Published: (2024)
RAW: Robust Avatar Watermarking -- Benchmarking and Baseline
by: Parry, Jack, et al.
Published: (2026)
by: Parry, Jack, et al.
Published: (2026)
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
by: Boissin, Thibaut, et al.
Published: (2025)
by: Boissin, Thibaut, et al.
Published: (2025)
LaRa: Efficient Large-Baseline Radiance Fields
by: Chen, Anpei, et al.
Published: (2024)
by: Chen, Anpei, et al.
Published: (2024)
MetaFormer Baselines for Vision
by: Yu, Weihao, et al.
Published: (2022)
by: Yu, Weihao, et al.
Published: (2022)
A Simple Aerial Detection Baseline of Multimodal Language Models
by: Li, Qingyun, et al.
Published: (2025)
by: Li, Qingyun, et al.
Published: (2025)
PointCloud-Text Matching: Benchmark Datasets and a Baseline
by: Feng, Yanglin, et al.
Published: (2024)
by: Feng, Yanglin, et al.
Published: (2024)
An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation
by: Li, Bingyu, et al.
Published: (2026)
by: Li, Bingyu, et al.
Published: (2026)
SimpleMatch: A Simple and Strong Baseline for Semantic Correspondence
by: Jin, Hailing, et al.
Published: (2026)
by: Jin, Hailing, et al.
Published: (2026)
Hyperspectral Imaging-Based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models
by: Shah, Imad Ali, et al.
Published: (2024)
by: Shah, Imad Ali, et al.
Published: (2024)
EVEv2: Improved Baselines for Encoder-Free Vision-Language Models
by: Diao, Haiwen, et al.
Published: (2025)
by: Diao, Haiwen, et al.
Published: (2025)
Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning
by: Yuan, Zhipeng, et al.
Published: (2024)
by: Yuan, Zhipeng, et al.
Published: (2024)
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model
by: Xu, Wanting, et al.
Published: (2024)
by: Xu, Wanting, et al.
Published: (2024)
RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models
by: Heinrich, Greg, et al.
Published: (2024)
by: Heinrich, Greg, et al.
Published: (2024)
Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline
by: Lian, Jingchun, et al.
Published: (2024)
by: Lian, Jingchun, et al.
Published: (2024)
Improved Baselines with Representation Autoencoders
by: Singh, Jaskirat, et al.
Published: (2026)
by: Singh, Jaskirat, et al.
Published: (2026)
Towards Ancient Plant Seed Classification: A Benchmark Dataset and Baseline Model
by: Xing, Rui, et al.
Published: (2025)
by: Xing, Rui, et al.
Published: (2025)
Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline
by: Bai, Weikang, et al.
Published: (2025)
by: Bai, Weikang, et al.
Published: (2025)
Freeze and Cluster: A Simple Baseline for Rehearsal-Free Continual Category Discovery
by: Zhang, Chuyu, et al.
Published: (2025)
by: Zhang, Chuyu, et al.
Published: (2025)
UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark
by: Zhou, Zhaokun, et al.
Published: (2024)
by: Zhou, Zhaokun, et al.
Published: (2024)
MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline
by: Yao, Huanjin, et al.
Published: (2026)
by: Yao, Huanjin, et al.
Published: (2026)
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
by: Chu, Xiangxiang, et al.
Published: (2024)
by: Chu, Xiangxiang, et al.
Published: (2024)
A Data-Centric Vision Transformer Baseline for SAR Sea Ice Classification
by: Mike-Ewewie, David, et al.
Published: (2026)
by: Mike-Ewewie, David, et al.
Published: (2026)
Modern Deep Learning Approaches for Cricket Shot Classification: A Comprehensive Baseline Study
by: Kang, Sungwoo
Published: (2025)
by: Kang, Sungwoo
Published: (2025)
Towards Unified Multimodal Misinformation Detection in Social Media: A Benchmark Dataset and Baseline
by: Li, Haiyang, et al.
Published: (2025)
by: Li, Haiyang, et al.
Published: (2025)
SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels
by: Zhao, Henry Hengyuan, et al.
Published: (2023)
by: Zhao, Henry Hengyuan, et al.
Published: (2023)
VIVID-10M: A Dataset and Baseline for Versatile and Interactive Video Local Editing
by: Hu, Jiahao, et al.
Published: (2024)
by: Hu, Jiahao, et al.
Published: (2024)
Improved Baselines with Visual Instruction Tuning
by: Liu, Haotian, et al.
Published: (2023)
by: Liu, Haotian, et al.
Published: (2023)
Strong Baseline: Multi-UAV Tracking via YOLOv12 with BoT-SORT-ReID
by: Chen, Yu-Hsi
Published: (2025)
by: Chen, Yu-Hsi
Published: (2025)
EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text Recognition
by: Wang, Xiao, et al.
Published: (2025)
by: Wang, Xiao, et al.
Published: (2025)
A Simple Baseline for Stable and Plastic Neural Networks
by: Künzel, Étienne, et al.
Published: (2025)
by: Künzel, Étienne, et al.
Published: (2025)
Cross-Stage Coherence in Hierarchical Driving VQA: Explicit Baselines and Learned Gated Context Projectors
by: Jain, Gautam Kumar, et al.
Published: (2026)
by: Jain, Gautam Kumar, et al.
Published: (2026)
An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning
by: Chen, Hao, et al.
Published: (2022)
by: Chen, Hao, et al.
Published: (2022)
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
by: Doshi, Fenil R., et al.
Published: (2025)
by: Doshi, Fenil R., et al.
Published: (2025)
Bi-Orthogonal Factor Decomposition for Vision Transformers
by: Doshi, Fenil R., et al.
Published: (2026)
by: Doshi, Fenil R., et al.
Published: (2026)
Segment Anything for Satellite Imagery: A Strong Baseline and a Regional Dataset for Automatic Field Delineation
by: Scribano, Carmelo, et al.
Published: (2025)
by: Scribano, Carmelo, et al.
Published: (2025)
BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View
by: Yang, Yuxiang, et al.
Published: (2023)
by: Yang, Yuxiang, et al.
Published: (2023)
Similar Items
-
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization
by: Fel, Thomas, et al.
Published: (2023) -
Sparks of Explainability: Recent Advancements in Explaining Large Vision Models
by: Fel, Thomas
Published: (2025) -
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
by: Serrurier, Mathieu, et al.
Published: (2022) -
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
by: Barkan, Oren, et al.
Published: (2024) -
RAW: Robust Avatar Watermarking -- Benchmarking and Baseline
by: Parry, Jack, et al.
Published: (2026)