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Models/LTD

LTD

Reported on 21 benchmarks across 3 tasks · 1 paper · 21 SOTA

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

Robots14 results

Autonomous VehiclesonExpi - common actions split
Average MPJPE (mm) @ 1000 ms· 2019-08-15
303
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - common actions split
Average MPJPE (mm) @ 200 ms· 2019-08-15
90
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - common actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
169
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - common actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
226
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - unseen actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
177
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - unseen actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
233
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous VehiclesonExpi - unseen actions split
Average MPJPE (mm) @ 800 ms· 2019-08-15
272
best: 291 (MRT)
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - common actions split
Average MPJPE (mm) @ 1000 ms· 2019-08-15
303
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - common actions split
Average MPJPE (mm) @ 200 ms· 2019-08-15
90
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - common actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
169
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - common actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
226
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - unseen actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
177
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - unseen actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
233
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Autonomous DrivingonExpi - unseen actions split
Average MPJPE (mm) @ 800 ms· 2019-08-15
272
best: 291 (MRT)
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436

Computer Vision7 results

Motion ForecastingonExpi - common actions split
Average MPJPE (mm) @ 1000 ms· 2019-08-15
303
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - common actions split
Average MPJPE (mm) @ 200 ms· 2019-08-15
90
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - common actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
169
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - common actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
226
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - unseen actions split
Average MPJPE (mm) @ 400 ms· 2019-08-15
177
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - unseen actions split
Average MPJPE (mm) @ 600 ms· 2019-08-15
233
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436
Motion ForecastingonExpi - unseen actions split
Average MPJPE (mm) @ 800 ms· 2019-08-15
272
best: 291 (MRT)
SOTA
Learning Trajectory Dependencies for Human Motion Prediction arXiv:1908.05436