Table 2.
Publicly available datasets for remote, natural light gaze tracking.
| Year | # subjects | # targets | # head poses | Calibration | Resolution | Dataset size | References | |
|---|---|---|---|---|---|---|---|---|
| UUlm | 2007 | 20 | 2–9 | 19 | Yes | 1600 × 1200 | 2,200 imgs. | [103, 104] |
| HPEG | 2009 | 10 | Continuous | 2 | Yes | 640 × 480 | 20 videos (~6.6 k imgs.) | [102, 105] |
| Gi4E | 2012 | 103 | 12 | 1 | No | 800 × 600 | 1,236 imgs. | [106–108] |
| CAVE | 2013 | 56 | 21 | 5 | Yes | 5184 × 3456 | 5,880 imgs. | [81, 100] |
| CVC | 2013 | 12 | 12–15 | 4 | Yes | 1280 × 720 | 48 videos (~20 k imgs.) | [9, 98] |
| EYEDIAP | 2014 | 16 | Continuous | Continuous | Yes | 1920 × 1080 | 94 videos | [109, 110] |
| Multiview | 2014 | 50 | 160 | 8 (+synthesized) | Yes | 1280 × 1024 | 64,000 imgs. (+synth.) | [51, 99] |
| MPIIGaze | 2015 | 15 | Continuous | Continuous | No | 1280 × 720 | 213,659 imgs. | [13, 68] |
| OMEG | 2015 | 50 | 10 | Continuous | No | 1280 × 1024 | 44,827 imgs. | [111] |
| TabletGaze | 2015 | 51 | 35 | Continuous | No | 1280 × 720 | 816 videos (~120 k imgs.) | [67, 101] |