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Models/SGNet

SGNet

Reported on 17 benchmarks across 1 task · 1 paper · 11 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series17 results

Trajectory PredictiononJAAD
CF_MSE(1.5)· 2021-03-25
4076
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononJAAD
C_MSE(1.5)· 2021-03-25
996
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononJAAD
MSE(0.5)· 2021-03-25
82
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononJAAD
MSE(1.0)· 2021-03-25
328
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononJAAD
MSE(1.5)· 2021-03-25
1049
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononHEV-I
FIOU(1.5)· 2021-03-25
0.63
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononPIE
CF_MSE(1.5)· 2021-03-25
1761
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononPIE
C_MSE(1.5)· 2021-03-25
413
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononPIE
MSE(0.5)· 2021-03-25
34
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononPIE
MSE(1.0)· 2021-03-25
133
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononPIE
MSE(1.5)· 2021-03-25
442
SOTA
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononHEV-I
ADE(0.5)· 2021-03-25
6.28
best: 6.7 (FOL-X)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononHEV-I
ADE(1.0)· 2021-03-25
11.35
best: 12.6 (FOL-X)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononHEV-I
ADE(1.5)· 2021-03-25
18.27
best: 20.4 (FOL-X)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononHEV-I
FDE(1.5)· 2021-03-25
39.86
best: 44.1 (FOL-X)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononETH/UCY
ADE-8/12· 2021-03-25
0.18
best: 0.54 (Sophie)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107
Trajectory PredictiononETH/UCY
FDE-8/12· 2021-03-25
0.35
best: 0.84 (Social BiGAT)
Stepwise Goal-Driven Networks for Trajectory Prediction arXiv:2103.14107