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Papers Benchmarks Datasets Tasks

Eye Tracking research benchmarks · SOTA2 Research

Eye Tracking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3ET+ CVPR AIS Challenge 2024

99.59P10 Error

20

Feb 26, 2026

real Aria (test)

Aria (Supervised)

4.35Gaze Error

5

May 22, 2026

Synthetic renders In-domain (val)

ControllableGaze

1.24Gaze Error (°)

4

May 22, 2026

3ET+ 2024/2025 (test)

Spiking Eye Tracking (N=512)

3.7Mean Error

2

Feb 26, 2026

Synthetic LPW (val)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

3ET Aria Ini-30 Synthetic LPW 3ET+

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