Gaze Estimation on Gaze360
9.06Angular ErrorCapStARE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CapStARESequential Modeling=GRU, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 9.06 | — | |
| OmniGazePub.=NeuIPS, Year=252026.05 | 9.12 | — | |
| GazeCapsYear=20232024.11 | 10.04 | — | |
| GMGaze2026.05 | 10.16 | — | |
| PaCoPub.=CVIU, Year=242026.05 | 10.27 | — | |
| MCA-PGIPub.=S. Reports, Year=252026.05 | 10.34 | — | |
| L2CSYear=20222024.11 | 10.41 | — | |
| FGI-NetYear=20242024.11 | 10.5 | — | |
| CLIP-DFENetPub.=ICM, Year=252026.05 | 10.54 | — | |
| GazeTRYear=20222024.11 | 10.62 | — | |
| ADGazePub.=PR, Year=252026.05 | 10.63 | — | |
| ADGazeSPub.=PR, Year=252026.05 | 10.63 | — | |
| SLYKLatentPub.=THMS, Year=252026.05 | 10.7 | — | |
| IGTGGazePub.=TIP, Year=252026.05 | 10.92 | — | |
| Gaze360Year=20192024.11 | 11.04 | — | |
| Gaze360Pub.=ICCV, Year=192026.05 | 11.04 | — | |
| CA-NeYear=20202024.11 | 11.2 | — | |
| CA-NetPub.=AAAI, Year=202026.05 | 11.2 | — | |
| GTiT-HybridPub.=EAAI, Year=232026.05 | 11.2 | — | |
| GazeTR-HybridPub.=ICPR, Year=222026.05 | 11.46 | — | |
| SwATYear=20222024.11 | 11.6 | — | |
| GazeTr-PurePub.=ICPR, Year=222026.05 | 13.58 | — | |
| Dilated-NetYear=20182024.11 | 13.73 | — | |
| Dilated-NetPub.=ACCV, Year=192026.05 | 13.73 | — | |
| FullFacePub.=CVPR, Year=172026.05 | 14.99 | — | |
| GazeCapsNetSequential Modeling=x, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 15.2 | — | |
| Siamese MLPTraining Dataset=GazeGene2026.03 | 17.28 | 13.04 | |
| Holistic MLPTraining Dataset=GazeGene2026.03 | 17.29 | 12.95 | |
| XGBoostTraining Dataset=GazeGene2026.03 | 17.31 | 12.52 | |
| ResNet18Training Dataset=ETH-Xgaze2026.03 | 19.47 | — | |
| Siamese MLPTraining Dataset=ETH-Xgaze2026.03 | 21.27 | 14.67 | |
| Holistic MLPTraining Dataset=ETH-Xgaze2026.03 | 21.86 | 14.78 | |
| SwATSequential Modeling=Attention-based, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 22.9 | — | |
| ResNet18Training Dataset=GazeGene2026.03 | 24.2 | — | |
| XGBoostTraining Dataset=ETH-Xgaze2026.03 | 24.28 | 13.71 |