Beyond Balanced Accuracy: A Resolution and Parity-Controlled Benchmark for Vision-Language and Vision-Only Defect Assessment in UAV Power-Line Inspection

arXiv:2609.27457 · cs.CV · Submitted 2026-09-23 · Read on arXiv

cs.CV

Submitted: 2026-09-23

Updated: 2026-09-23

Terminology

Abstention — 42× in this paper · explained in 1 episode
Accuracy — 38× in this paper · explained in 1 episode
Benchmark — 24× in this paper · explained in 2 episodes
Hallucination — 17× in this paper · explained in 3 episodes
Adaptation — 16× in this paper · explained in 1 episode
Transformer — 15× in this paper · explained in 2 episodes
Ablation — 13× in this paper · explained in 1 episode
Grounding — 9× in this paper · explained in 3 episodes
Quantization — 9× in this paper · explained in 12 episodes
Provenance — 3× in this paper · explained in 3 episodes
Calibration — 2× in this paper · explained in 7 episodes
Computer Vision and Pattern Recognition — 2× in this paper
Decoupling — 2× in this paper · explained in 2 episodes
Instruction Tuning — 2× in this paper · explained in 2 episodes
International Conference on Machine Learning — 2× in this paper
Verification — 2× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Clustering — 1× in this paper · explained in 2 episodes
Degeneracy — 1× in this paper · explained in 3 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Foundation Models — 1× in this paper · explained in 7 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative Model — 1× in this paper · explained in 2 episodes
Generative Models — 1× in this paper · explained in 2 episodes
LoRA Adaptation — 1× in this paper · explained in 2 episodes
Normalizing Flow — 1× in this paper · explained in 3 episodes
Normalizing Flows — 1× in this paper · explained in 4 episodes
Regularization — 1× in this paper · explained in 3 episodes

Sources

Qwen2.5-VL Technical Report

Terminology

Sources

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