Trajectory Prediction on American football tracking data
1.67ADENon-AR, abs. disp. + λADE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Non-AR, abs. disp. + λADETemporal Modeling=Non-autoregressive, Prediction Target=Absolute displacement, Regularization=λADE, Temperature=0.82026.04 | 1.67 | 4.01 | — | |
| Non-AR, abs. disp.Temporal Modeling=Non-autoregressive, Prediction Target=Absolute displacement, Temperature=0.82026.04 | 1.68 | 3.98 | — | |
| AR, frame ΔTemporal Modeling=Autoregressive, Prediction Target=Frame-to-frame deltas, Temperature=0.82026.04 | 40.83 | 43.79 | — | |
| AR, sched. samp.Temporal Modeling=Autoregressive, Training Strategy=Scheduled sampling, Temperature=0.82026.04 | 41.53 | 44.61 | — | |
| Non-AR, frame ΔTemporal Modeling=Non-autoregressive, Prediction Target=Frame-to-frame deltas, Temperature=0.82026.04 | 47.51 | 55 | — |