RSPDBench: Benchmarking Vision Foundation Models on Earth Observation Tasks Under Physically Grounded Remote-Sensing Product Degradations

arXiv:2609.23427 · cs.CV · Submitted 2026-09-20 · Read on arXiv

cs.CV

Submitted: 2026-09-20

Updated: 2026-09-23

Terminology

Foundation Model — 23× in this paper · explained in 3 episodes
Robustness — 23× in this paper · explained in 5 episodes
Benchmark — 17× in this paper · explained in 2 episodes
Foundation Models — 17× in this paper · explained in 7 episodes
Calibration — 7× in this paper · explained in 7 episodes
Alignment — 4× in this paper · explained in 1 episode
Benchmarking — 4× in this paper · explained in 3 episodes
Conference on Computer Vision and Pattern Recognition — 4× in this paper
Adam — 3× in this paper · explained in 2 episodes
Generalization — 3× in this paper · explained in 13 episodes
Linear probe — 3× in this paper · explained in 2 episodes
Accuracy — 2× in this paper · explained in 1 episode
Adaptation — 2× in this paper · explained in 1 episode
CVF International Conference on Computer Vision — 2× in this paper
Domain Shift — 2× in this paper · explained in 4 episodes
Fine-Tuning — 2× in this paper · explained in 5 episodes
Ablation — 1× in this paper · explained in 1 episode
Additivity — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Data Fusion — 1× in this paper · explained in 3 episodes
Distribution Shift — 1× in this paper · explained in 5 episodes
Downstream Tasks — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Segmentation Masks — 1× in this paper · explained in 2 episodes
Transformer — 1× in this paper · explained in 2 episodes

RSPDBench: Benchmarking Vision Foundation Models on Earth Observation Tasks Under Physically Grounded Remote-Sensing Product Degradations

Terminology

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