| GazeFollow [10] | VideoAttentionTarget [5] | GOO [35] | |||
AUC | Dist | AUC | Dist | AUC | Dist | |
Random | 50.4 | 0.484 | 50.5 | 0.458 | - | - |
Center | 63.3 | 0.313 | - | - | - | - |
Fixed Bias | 67.4 | 0.306 | 72.8 | 0.326 | - | - |
Recasens (2015) [10] | 87.8 | 0.190 | - | - | 85.0 | 0.220 |
Chong (2018) [4] | 89.6 | 0.187 | 83.0 | 0.193 | - | - |
Lian (2018) [9] | 90.6 | 0.145 | - | - | 84.0 | 0.321 |
Chong (2020) [5] | 92.1 | 0.137 | 86.0 | 0.134 | 79.6 | 0.252 |
Fang (2021) [1] | 92.2 | 0.124 | 90.5 | 0.108 | - | - |
Jin (2022) [11] | 92.0 | 0.118 | 90.1 | 0.116 | - | - |
Ours | 92.8 | 0.132 | 94.3 | 0.124 | 92.0 | 0.153 |
人类表现 | 92.4 | 0.096 | 92.1 | 0.051 | - | - |