Human Mesh Recovery on Human3.6M (test)
90MPJPEn-quantized-best-of-M
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| n-quantized-best-of-MQuantization n=252020.11 | 90 | 64.2 | — | |
| SMPL-MDNQuantization n=252020.11 | 91.5 | 69.5 | — | |
| n-quantized-best-of-MQuantization n=102020.11 | 93.5 | 66 | — | |
| SMPL-MDNQuantization n=102020.11 | 95.1 | 69.9 | — | |
| n-quantized-best-of-MQuantization n=52020.11 | 96.4 | 67.1 | — | |
| SMPL-MDNQuantization n=52020.11 | 98 | 70.8 | — | |
| n-quantized-best-of-MQuantization n=12020.11 | 103.6 | 67.8 | — | |
| SMPL-CVAEQuantization n=252020.11 | 109.7 | 75.1 | — | |
| SMPL-CVAEQuantization n=102020.11 | 110.6 | 75.4 | — | |
| SMPL-CVAEQuantization n=52020.11 | 111.5 | 75.7 | — | |
| SMPL-MDNQuantization n=12020.11 | 113.9 | 74.7 | — | |
| SMPL-CVAEQuantization n=12020.11 | 114.5 | 76.5 | — | |
| ProHMRFitting algorithm=None (Regression only)2021.08 | — | — | 41.2 | |
| ProHMR + fittingFitting algorithm=Learned image-conditioned prior2021.08 | — | — | 34.8 | |
| SPINRegression initialization=SPIN, Fitting algorithm=None (Regression only)2021.08 | — | — | 41.8 | |
| SPIN+EFTRegression initialization=SPIN, Fitting algorithm=EFT2021.08 | — | — | 38.7 | |
| SPIN+SMPLify (GMM)Regression initialization=SPIN, Fitting algorithm=SMPLify, Pose prior=GMM2021.08 | — | — | 43.3 | |
| SPIN+SMPLify (VPoser)Regression initialization=SPIN, Fitting algorithm=SMPLify, Pose prior=VPoser2021.08 | — | — | 39.9 |