Can't Find Waldo: Evaluating VLMs' Sensitivity to Image Resolution and Detail Level

arXiv:2609.31706 · cs.CV, cs.AI · Submitted 2026-09-20 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-20

Updated: 2026-09-20

Terminology

Benchmark — 43× in this paper · explained in 2 episodes
Accuracy — 27× in this paper · explained in 1 episode
Tokenization — 25× in this paper · explained in 2 episodes
Robustness — 21× in this paper · explained in 5 episodes
Alignment — 9× in this paper · explained in 1 episode
Failure Modes — 8× in this paper · explained in 3 episodes
Area Under the Scaling Curve — 4× in this paper
Grounding — 3× in this paper · explained in 3 episodes
LLM-as-a-Judge — 3× in this paper · explained in 3 episodes
Prediction Variance Score — 3× in this paper
Attention Mechanism — 2× in this paper · explained in 2 episodes
Data Augmentation — 2× in this paper · explained in 7 episodes
Pruning — 2× in this paper · explained in 4 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Hybrid Approach — 1× in this paper · explained in 4 episodes
Instruction Tuning — 1× in this paper · explained in 2 episodes
Multimodal Reasoning — 1× in this paper · explained in 5 episodes
Transformer — 1× in this paper · explained in 2 episodes

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