3D Gaze Estimation on GFIE (test)
9.9MAE 3DGazeD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GazeDRGB=true, H=20, A=ORCg2026.01 | 9.9 | — | — | — | — | — | |
| GazeDRGB=true, H=20, A=AVG2026.01 | 13.6 | — | — | — | — | — | |
| DHECA-SuperGaze-TModel Category=Temporal2025.05 | 13.79 | — | — | 12.25 | 11.34 | 17.39 | |
| DHECA-SuperGaze-SModel Category=Static2025.05 | 14.53 | — | — | 13.2 | 11.69 | 18.41 | |
| Toaiari et al.RGB=true2026.01 | 15.9 | — | — | — | — | — | |
| MSA+SeqModel Category=Temporal2025.05 | 16.79 | — | — | 13.77 | 11.54 | 22.51 | |
| CrossGazeModel Category=Static2025.05 | 17.48 | — | — | 13.76 | 11.75 | 25.38 | |
| Hu et al.RGB=true, Crops=true, Depth=true2026.01 | 17.7 | — | — | — | — | — | |
| L2CS-NetModel Category=Static2025.05 | 17.73 | — | — | 14.72 | 11.79 | 23.44 | |
| MSAModel Category=Static2025.05 | 18.03 | — | — | 15.04 | 12.93 | 23.69 | |
| MCGazeModel Category=Temporal2025.05 | 18.14 | — | — | 13.93 | 11.69 | 26.03 | |
| Pinball LSTMModel Category=Temporal2025.05 | 18.65 | — | — | 13.82 | 11.63 | 27.81 | |
| Pinball StaticModel Category=Static2025.05 | 19.23 | — | — | 13.62 | 11.81 | 29.85 | |
| Gaze360RGB=true, Temporal information=true2026.01 | 19.8 | — | — | — | — | — | |
| Chong et al.RGB=true, Crops=true, Temporal information=true2026.01 | 20.8 | — | — | — | — | — | |
| Rt-GeneRGB=true, Crops=true2026.01 | 21 | — | — | — | — | — | |
| GazeTR-HybridModel Category=Static2025.05 | 21.12 | — | — | 17.24 | 14.17 | 28.45 | |
| Hybrid-SAM+TxModel Category=Temporal2025.05 | 24.39 | — | — | 18.9 | 14.81 | 34.83 | |
| Hybrid-SAM+LSTMModel Category=Temporal2025.05 | 24.46 | — | — | 19.96 | 17.29 | 33.02 | |
| Lian et al.RGB=true, Crops=true2026.01 | 26.7 | — | — | — | — | — | |
| GazeFollowRGB=true, Crops=true2026.01 | 41.5 | — | — | — | — | — | |
| Random2026.01 | 84.4 | — | — | — | — | — | |
| Center2026.01 | 87.2 | — | — | — | — | — | |
| GFIETraining Data=GFIEI2025.02 | — | 17.7 | — | — | — | — | |
| ST-WSGE (GaT)Training Data=G360I&V+GF2025.02 | — | 15.9 | 15.51 | — | — | — | |
| ST-WSGE (GaT)Training Data=GFIEI&V+GF2025.02 | — | 12.99 | 12.68 | — | — | — | |
| ST-WSGE (GaT)Training Data=GFIEI&V+MPS+GF2025.02 | — | 12.82 | 12.49 | — | — | — | |
| Supervised (GaT)Training Data=G360I&V2025.02 | — | 21.86 | 20.89 | — | — | — | |
| Supervised (GaT)Training Data=GFIEI&V2025.02 | — | 15.7 | 15.44 | — | — | — | |
| Supervised (GaT)Training Data=GFIEI&V+MPS2025.02 | — | 15.61 | 15.38 | — | — | — |