Eye Tracking on 3ET+ CVPR AIS Challenge 2024
99.59P10 ErrorBRAT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BRATParams=7.1M, FLOPs=5.8G, Self-reported=true2025.12 | 99.59 | 97.8 | — | — | 1.14 | |
| PLEIADES + CenterNetParameters=277K2024.05 | 99.58 | 97.95 | 94.94 | — | — | |
| MambaPupil2024.05 | 99.42 | 97.05 | 90.73 | — | — | |
| MambaPupilParams=8.59M, FLOPs=2.61T2025.12 | 99.42 | 97.05 | 90.73 | 33.75 | 1.67 | |
| CETMParameters=7.1M2024.05 | 99.26 | 96.31 | 83.83 | — | — | |
| CETMParams=7.1M, FLOPs=2.9G2025.12 | 99.26 | 96.31 | 83.83 | 23.91 | 2.03 | |
| TDTrackerParams=3.04M, FLOPs=265M, Self-reported=true2025.12 | 99.2 | 97.2 | 91.2 | — | 1.5 | |
| MeMoParams=5.4M, FLOPs=230M2025.12 | 99.05 | 89.36 | 50.87 | 6.53 | 3.2 | |
| Conv(1+2)DParameters=1.1M2024.05 | 99 | 97.97 | 94.58 | — | — | |
| GoSparseParams=465k2025.12 | 99 | 77.2 | 47.97 | 7.32 | 3.51 | |
| BigBrainParams=809k, FLOPs=110.4M2025.12 | 99 | 97.79 | 94.58 | 45.5 | 1.44 | |
| ERVTParameters=150K2024.05 | 98.21 | 94.94 | 87.26 | — | — | |
| ERVTParams=150k, FLOPs=157M2025.12 | 98.21 | 94.94 | 87.26 | 28.8 | 1.98 | |
| PEPNetParameters=640K2024.05 | 97.95 | 80.67 | 49.08 | — | — | |
| PEPNetParams=640k, FLOPs=459M2025.12 | 97.95 | 80.67 | 49.08 | 7.79 | 3.51 | |
| Neuromorphic Eye Tracking modelN=512, Params=352k, FLOPs=3.4M2025.12 | 96.25 | 79.1 | 54.76 | 9.59 | 3.66 | |
| Neuromorphic Eye Tracking modelN=128, Params=107k, FLOPs=2.9M2025.12 | 95.85 | 77.27 | 48.8 | 8.57 | 3.9 | |
| Neuromorphic Eye Tracking modelN=256, Params=189k, FLOPs=3.1M2025.12 | 95.45 | 74.85 | 43.51 | 7.27 | 4.1 | |
| GTechVisionParams=410k2025.12 | 92.26 | 61.08 | 31.7 | 4.16 | 4.94 | |
| CB-ConvLSTMParams=417k, FLOPs=1.09T2025.12 | 84.8 | 79.2 | — | — | 3.82 |