Human 3.6M
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Short-term motion prediction | Human 3.6M short-term motion prediction (test) | Avg MAE (Walking)8.9 | 40 | |
| Human Pose Prediction | Human 3.6M Subject 5 (test) | Walking Error (Avg)0.18 | 24 | |
| 3D Human Pose Estimation | Human 3.6M Subjects 9 & 11 (test) | MPJPE35.6 | 16 | |
| Multi-hypothesis 3D Human Pose Estimation | Human 3.6M Subjects 9 & 11 (test) | Min MPJPE39.9 | 13 | |
| Landmark Prediction | Human 3.6M (test) | Error (Mixed Actions)2.16 | 9 | |
| Pose Regression | Simplified Human 3.6M (test) | Average Error (all)2.16 | 8 | |
| Action Recognition | Human 3.6M | Top-1 Accuracy56.5 | 8 | |
| 3D Human Pose Prediction | Human 3.6M (Subject 5) | Walking MAE (80ms)0.21 | 7 | |
| Human Motion Prediction | Human 3.6M Sitting Down | Error (80ms)14.1 | 6 | |
| Human Motion Prediction | Human 3.6M Sitting | Error (80ms)9.1 | 6 | |
| Human Motion Prediction | Human 3.6M Purchases | Error (80ms)11.9 | 6 | |
| Human Motion Prediction | Human 3.6M (Posing) | Error (80ms)9.9 | 6 | |
| Human Motion Prediction | Human 3.6M Phoning | Error (80ms)8.2 | 6 | |
| Human Motion Prediction | Human 3.6M Directions | Error (80ms)7.3 | 6 | |
| Human Motion Prediction | Human 3.6M Discussion | Error (80ms)9.7 | 6 | |
| Human Motion Prediction | Human 3.6M Smoking | MAE (80ms)7 | 6 | |
| Human Motion Prediction | Human 3.6M Eating | Error (80ms)6.4 | 6 | |
| Video Prediction | Human 3.6M 10 → 40, Last 10 (test) | PSNR23.46 | 3 | |
| Human Pose Prediction | Human 3.6M 1.0 (test) | Purchases- | 0 |
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