notesum.ai
Published at November 27Lightweight Gaze Estimation Model Via Fusion Global Information
cs.CV
Released Date: November 27, 2024
Authors: Zhang Cheng1, Yanxia Wang1
Aff.: 1College of Computer and Information Science, Chongqing Normal University, Chongqing, China

| Methods | G[29] | E[31] | R[32] | M[30] | Year |
|---|---|---|---|---|---|
| Dilated-Net[19] | 13.73° | 6.19° | 8.38° | 4.42° | 2018 |
| Gaze360[29] | 11.04° | 5.36° | 7.06° | 4.06° | 2019 |
| CA-Ne[37] | 11.20° | 5.27° | 8.27° | 4.27° | 2020 |
| LeViT-128S[39] | N/A | 5.62° | N/A | 5.33° | 2021 |
| T2T-ViT-7[40] | N/A | 5.54° | N/A | 4.99° | 2021 |
| GazeTR [24] | 10.62° | 5.17° | 6.55° | 4.00° | 2022 |
| L2CS[18] | 10.41° | N/A | N/A | 3.92° | 2022 |
| SwAT[38] | 11.60° | N/A | N/A | 5.00° | 2022 |
| EFE[5] | N/A | N/A | N/A | 4.40° | 2023 |
| GazeCaps[36] | 10.04° | 5.44° | 6.92° | 4.06° | 2023 |
| FGI-Net(ours) | 10.50° | 5.15° | 6.02° | 3.74° | 2024 |