Human Pose Forecasting On Humaneva I
Métriques
ADE@2000ms
APD@2000ms
FDE@2000ms
MMADE@2000ms
MMFDE@2000ms
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | ADE@2000ms | APD@2000ms | FDE@2000ms | MMADE@2000ms | MMFDE@2000ms |
|---|---|---|---|---|---|
| diverse-human-motion-prediction-via-gumbel | 220 | 6109 | 234 | 342 | 316 |
| the-pose-knows-video-forecasting-by | 269 | 2308 | 296 | - | - |
| transfusion-a-practical-and-effective | 204 | 1031 | 234 | 408 | 427 |
| diverse-trajectory-forecasting-with | 273 | 4538 | 290 | - | - |
| deep-unsupervised-clustering-with-gaussian | 305 | 2443 | 345 | - | - |
| generating-smooth-pose-sequences-for-diverse | 233 | 5825 | 244 | - | - |
| diverse-human-motion-prediction-guided-by | 217 | 6031 | 241 | 328 | 321 |
| a-generic-diffusion-based-approach-for-3d | 199 | 6764 | 215 | - | - |
| accurate-and-diverse-sampling-of-sequences | 271 | 2846 | 279 | - | - |
| mt-vae-learning-motion-transformations-to | 345 | 21 | 403 | - | - |
| hp-gan-probabilistic-3d-human-motion | 772 | 1139 | 749 | - | - |