This dataset documents 10 diverse failure cases ("blind spots") of the Qwen/Qwen3.5-0.8B-Base vision-language base model (pretrained, not instruction-tuned). Each data point includes the image URL, the question asked, the expected correct answer, the model's actual (incorrect) output, and a rationale explaining the failure.