Gaze Following on GazeFollow (test)
0.949AUCViTGaze
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViTGazeModality=single-modality, #Params.=22 M, GFLOPS (224x224)=4.622024.03 | 0.949 | 0.105 | 0.047 | |
| GuptaModality=multi-modality, #Params.=61 M, GFLOPS (224x224)=5.322024.03 | 0.943 | 0.114 | 0.056 | |
| Tafascamulti-person=false2024.03 | 0.936 | 0.125 | 0.064 | |
| Miao et al.Modality=multi-modality, #Params.=62 M, GFLOPS (224x224)=9.132024.03 | 0.934 | 0.123 | 0.065 | |
| Guptamulti-person=false2024.03 | 0.933 | 0.134 | 0.071 | |
| Ours-staticmulti-person=true, initialization=GazeFollow2024.03 | 0.929 | 0.118 | 0.062 | |
| Baomulti-person=false2024.03 | 0.928 | 0.122 | — | |
| ESCNetModality=multi-modality2024.03 | 0.928 | 0.122 | — | |
| GTRModality=multi-modality2024.03 | 0.928 | 0.114 | 0.057 | |
| Toninimulti-person=false2024.03 | 0.927 | 0.141 | — | |
| Humulti-person=false2024.03 | 0.923 | 0.128 | 0.069 | |
| VSG-IAModality=multi-modality, #Params.=57 M, GFLOPS (224x224)=9.742024.03 | 0.923 | 0.128 | 0.069 | |
| Fangmulti-person=false2024.03 | 0.922 | 0.124 | 0.067 | |
| DAMModality=multi-modality, #Params.=69 M, GFLOPS (224x224)=6.532024.03 | 0.922 | 0.124 | 0.067 | |
| Tonini et al.Modality=multi-modality, #Params.=54 M, GFLOPS (224x224)=5.782024.03 | 0.922 | 0.069 | 0.029 | |
| Chongmulti-person=false2024.03 | 0.921 | 0.137 | 0.077 | |
| Chong et al.Modality=multi-modality, #Params.=54 M, GFLOPS (224x224)=9.082024.03 | 0.921 | 0.137 | 0.077 | |
| Jinmulti-person=false2024.03 | 0.92 | 0.118 | 0.063 | |
| Jinmulti-person=true2024.03 | 0.919 | 0.126 | 0.076 | |
| HGTTRModality=single-modality, #Params.=43 M, GFLOPS (224x224)=4.892024.03 | 0.917 | 0.133 | 0.069 | |
| TPNetModality=multi-modality2024.03 | 0.908 | 0.136 | 0.074 | |
| Lian et al.Modality=single-modality, #Params.=56 M, GFLOPS (224x224)=10.652024.03 | 0.906 | 0.145 | 0.081 | |
| Chong et al. (Single-modality)Modality=single-modality2024.03 | 0.896 | 0.187 | 0.112 | |
| Recasens et al.Modality=single-modality2024.03 | 0.878 | 0.19 | 0.113 |