Gaze Estimation on GFIE trained on Gaze360 (Backward)
21.71Angular Error (degrees)DHECA-SuperGaze-T
Evaluation Results
| Method | Links | |
|---|---|---|
| DHECA-SuperGaze-TTemporal Modeling=true2025.05 | 21.71 | |
| DHECA-SuperGaze-STemporal Modeling=false2025.05 | 22.08 | |
| Pinball LSTMTemporal Modeling=true2025.05 | 28.59 | |
| MCGazeTemporal Modeling=true2025.05 | 30.95 | |
| MSATemporal Modeling=false2025.05 | 31.42 | |
| MSA+SeqTemporal Modeling=true2025.05 | 32.24 | |
| CrossGazeTemporal Modeling=false2025.05 | 34.21 | |
| L2CS-NetTemporal Modeling=false2025.05 | 34.89 | |
| Pinball StaticTemporal Modeling=false2025.05 | 35.4 | |
| GazeTR-HybridTemporal Modeling=false2025.05 | 42.84 | |
| Hybrid-SAM+LSTMTemporal Modeling=true2025.05 | 44.31 | |
| Hybrid-SAM+TxTemporal Modeling=true2025.05 | 45.51 | |
| DHECA-SuperGaze-TTemporal Modeling=true2025.05 | 47.82 | |
| MSA+SeqTemporal Modeling=true2025.05 | 48.6 | |
| DHECA-SuperGaze-STemporal Modeling=false2025.05 | 48.71 | |
| MSATemporal Modeling=false2025.05 | 48.86 | |
| CrossGazeTemporal Modeling=false2025.05 | 48.93 | |
| GazeTR-HybridTemporal Modeling=false2025.05 | 58.06 | |
| MCGazeTemporal Modeling=true2025.05 | 60.51 | |
| L2CS-NetTemporal Modeling=false2025.05 | 62.27 | |
| Pinball LSTMTemporal Modeling=true2025.05 | 67.84 | |
| Hybrid-SAM+LSTMTemporal Modeling=true2025.05 | 69.04 | |
| Hybrid-SAM+TxTemporal Modeling=true2025.05 | 71.38 | |
| Pinball StaticTemporal Modeling=false2025.05 | 75.9 |