Datasets › Gaze-CIFAR-10
Gaze-CIFAR-10
We construct Gaze-CIFAR-10, a gaze-augmented image dataset based on the standard CIFAR-10 benchmark, enhanced with human eye-tracking annotations collected using the HTC VIVE Pro Eye headset. The original CIFAR-10 dataset consists of 60,000 color images across 10 categories, each with a resolution of 32 ×32 pixels. To enable reliable human gaze tracking, all images are upsampled to 1024 ×1024 using the Real-ESRGAN model.
For each image, we collect a sequence of 176 eye-gaze coordinates, normalized to the range [0, 224] (with the lower-left corner of the image as the origin) to match the input resolution of Vision Transformers (ViTs). Gaze data were collected from 20 participants using an HTC VIVE Pro Eye headset. The dataset contains 50,000 training images and 10,000 test images, with corresponding synchronized gaze trajectories.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Image Classification | Gaze-CIFAR-10 | DSGE-ConvNeXtV2 1:1 Accuracy 85.90 | Gaze-Guided Learning: Avoiding Shortcut Bias in Visual... | rekkles2/Gaze-CIFAR-10 | 2 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | 1 | 2 | 8 Apr 2025 | not harvested |
Dataset loaders archive 2025-07-28
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Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- Gaze-CIFAR-10
1 variant name, as the archive lists them.
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