Pixio Base Blind Spots: 1,000 Images for Vision Transformer Analysis

990 new images augment a previous set of 10 diverse samples for analyzing blind spots in the Pixio Vision Transformer. The dataset is associated with the 'facebook/pixio-vith16' model, a 631M parameter Vision Transformer released in December 2025. It was created by user 'leandrehonore' and last updated on Hugging Face in March 2026.

Use Cases

• Identify failure cases in a Vision Transformer based on the described 'blind spots' analysis.
• Benchmark model robustness using the 1,000-image collection mentioned in the description.
• Study the effect of Pixio's 8-class-token architecture on model predictions.

Strengths

• Contains 1,000 images in total, as stated in the description.
• Specifically targets the analysis of a large, modern Vision Transformer (ViT-H/16) with 631M parameters.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Hugging Face user 'leandrehonore'.

Collection Method

Likely contains images used for analyzing the 'facebook/pixio-vith16' model's blind spots.

Freshness

Last updated 2026-03-24 12:26:18; freshness should be verified.