Whole-body mesh recovery on EHF (test)
62.4PVE (All)SMPLer-X-L32
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SMPLer-X-L32backbone=ViT-L, number_of_training_datasets=32, finetuned=false2023.09 | 62.4 | 37.1 | 14.1 | 5 | 47.1 | 17 | — | |
| SMPLer-X-L20backbone=ViT-L, number_of_training_datasets=20, finetuned=false2023.09 | 65.4 | 37.8 | 15 | 5.1 | 49.4 | 17.4 | — | |
| OSXfinetuned=false2023.09 | 70.8 | 48.7 | 15.9 | 6 | 53.7 | 26.4 | — | |
| Hand4Wholefinetuned=false2023.09 | 76.8 | 50.3 | 10.8 | 5.8 | 39.8 | 26.1 | — | |
| MSCOCO + BEDLAM#Inst.=750K, Scene=ITW, Real/Synthetic=Mix2026.03 | 78.7 | — | — | — | — | — | 1 | |
| PoseDreamer + BEDLAM#Inst.=750K, Scene=ITW, Real/Synthetic=Mix2026.03 | 84.3 | — | — | — | — | — | 2 | |
| BEDLAM (our rerun)#Inst.=951.1K, Scene=ITW, Real/Synthetic=Syn2026.03 | 91.2 | — | — | — | — | — | 1 | |
| PoseDreamer#Inst.=500.0K, Scene=ITW, Real/Synthetic=Gen2026.03 | 95.2 | — | — | — | — | — | 2 | |
| 5 datasets#Inst.=750K, Scene=ITW, Real/Synthetic=Mix2026.03 | 100.5 | — | — | — | — | — | 3 | |
| EgoBody-MVSet#Inst.=845.9K, Scene=Indoor, Real/Synthetic=Real2026.03 | 101.8 | — | — | — | — | — | 3 | |
| InstaVariety#Inst.=2184.8K, Scene=ITW, Real/Synthetic=Real2026.03 | 110.8 | — | — | — | — | — | 4 | |
| SynBody#Inst.=633.5K, Scene=ITW, Real/Synthetic=Syn2026.03 | 112.9 | — | — | — | — | — | 5 | |
| MSCOCO#Inst.=149.8K, Scene=ITW, Real/Synthetic=Real2026.03 | 116.3 | — | — | — | — | — | 6 | |
| Egobody-EgoSet#Inst.=90.1K, Scene=Indoor, Real/Synthetic=Real2026.03 | 121.4 | — | — | — | — | — | 7 | |
| PROX#Inst.=88.5K, Scene=Indoor, Real/Synthetic=Real2026.03 | 122.5 | — | — | — | — | — | 9 | |
| GTA-Human II#Inst.=1802.2K, Scene=ITW, Real/Synthetic=Syn2026.03 | 126 | — | — | — | — | — | 8 | |
| RICH#Inst.=243.4K, Scene=ITW, Real/Synthetic=Real2026.03 | 127.5 | — | — | — | — | — | 10 | |
| UBody#Inst.=683.3K, Scene=ITW, Real/Synthetic=Real2026.03 | 132.1 | — | — | — | — | — | 11 | |
| MuCo-3DHP#Inst.=465.3K, Scene=ITW, Real/Synthetic=Real2026.03 | 134.7 | — | — | — | — | — | 12 | |
| MPII#Inst.=28.9K, Scene=ITW, Real/Synthetic=Real2026.03 | 140.8 | — | — | — | — | — | 13 | |
| AGORA#Inst.=106.7K, Scene=ITW, Real/Synthetic=Syn2026.03 | 164.6 | — | — | — | — | — | 14 | |
| SPEC#Inst.=72.0K, Scene=ITW, Real/Synthetic=Syn2026.03 | 197.8 | — | — | — | — | — | 15 |