Gaze Estimation on MPIIFaceGaze
2.49Angular Error (degrees)GMGaze
Evaluation Results
| Method | Links | |
|---|---|---|
| GMGaze2026.05 | 2.49 | |
| CapStARESequential Modeling=GRU, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 2.65 | |
| EG-NetPub.=ESWA, Year=242026.05 | 2.76 | |
| OmniGazePub.=NeuIPS, Year=252026.05 | 2.97 | |
| PaCoPub.=CVIU, Year=242026.05 | 3.23 | |
| FSIGazePub.=DISPLAYS, Year=252026.05 | 3.47 | |
| GazeCLIPPub.=arXiv, Year=232026.05 | 3.5 | |
| IGTGGazePub.=TIP, Year=252026.05 | 3.6 | |
| ADGazePub.=PR, Year=252026.05 | 3.62 | |
| CLIP-DFENetPub.=ICM, Year=252026.05 | 3.71 | |
| FGI-NetParameters(M)=1.51, FLOPs(G)=0.382024.11 | 3.74 | |
| FGI-NetYear=20242024.11 | 3.74 | |
| SLYKLatentPub.=THMS, Year=252026.05 | 3.77 | |
| ADGazeSPub.=PR, Year=252026.05 | 3.83 | |
| SAZEPub.=PR, Year=242026.05 | 3.89 | |
| MCA-PGIPub.=S. Reports, Year=252026.05 | 3.9 | |
| L2CSYear=20222024.11 | 3.92 | |
| PCNetPub.=TIP, Year=252026.05 | 3.99 | |
| GazeTRYear=20222024.11 | 4 | |
| GazeTR-HybridPub.=ICPR, Year=222026.05 | 4 | |
| Gaze360Year=20192024.11 | 4.06 | |
| GazeCapsYear=20232024.11 | 4.06 | |
| Gaze360Pub.=ICCV, Year=192026.05 | 4.06 | |
| RAGE-netPub.=EAAI, Year=242026.05 | 4.08 | |
| GTiT-HybridPub.=EAAI, Year=232026.05 | 4.11 | |
| GazeSymCATPub.=JCDE, Year=252026.05 | 4.11 | |
| GazeTr-PurePub.=ICPR, Year=222026.05 | 4.24 | |
| CA-NeYear=20202024.11 | 4.27 | |
| CA-NetPub.=AAAI, Year=202026.05 | 4.27 | |
| EFEYear=20232024.11 | 4.4 | |
| Dilated-NetParameters(M)=3.92, FLOPs(G)=3.152024.11 | 4.42 | |
| Dilated-NetYear=20182024.11 | 4.42 | |
| Dilated-NetPub.=ACCV, Year=192026.05 | 4.42 | |
| GMGazeFT=100, Protocol=FT2026.05 | 4.81 | |
| AFF-NetPub.=PR, Year=20202026.05 | 4.92 | |
| FullFacePub.=CVPR, Year=172026.05 | 4.93 | |
| T2T-ViT-7Parameters(M)=4.00, FLOPs(G)=0.982024.11 | 4.99 | |
| T2T-ViT-7Year=20212024.11 | 4.99 | |
| SwATYear=20222024.11 | 5 | |
| LatentGazeFT=1002026.05 | 5.21 | |
| GMGazeFT=0, Protocol=DG2026.05 | 5.23 | |
| LeViT-128SParameters(M)=7.00, FLOPs(G)=0.282024.11 | 5.33 | |
| LeViT-128SYear=20212024.11 | 5.33 | |
| PnP-GA+FT=1002026.05 | 5.34 | |
| Jitter-GazeFT=1002026.05 | 5.35 | |
| CRGAFT=>02026.05 | 5.48 | |
| CRGA-100FT=>02026.05 | 5.68 | |
| GazenetPub.=TPAMI, Year=172026.05 | 5.76 | |
| RUDAFT=1002026.05 | 5.78 | |
| SAZEFT=02026.05 | 5.89 | |
| PnP-GAFT=1002026.05 | 6 | |
| Gaze360Sequential Modeling=BiLSTM, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 6.24 | |
| IGTGGazeFT=02026.05 | 6.31 | |
| PCNetFT=02026.05 | 6.55 | |
| GHR-2DFT=02026.05 | 6.59 | |
| RATFT=02026.05 | 7.4 | |
| PureGazeFT=02026.05 | 9.28 | |
| FullFaceFT=02026.05 | 11.13 | |
| SwATSequential Modeling=Attention-based, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 12.1 | |
| GazeCapsNetSequential Modeling=x, Zero-shot evaluation=true, Source dataset=ETH-XGaze2025.09 | 12.4 |