Future Surface Normals Estimation on Kubric (test)
93.45a3VFMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VFMFInitial Context Length |C|=1, Roll out future frames=11, Evaluation Protocol=Best-of-k2025.12 | 93.45 | 2.07 | |
| VFMFInitial Context Length |C|=1, Roll out future frames=11, Evaluation Protocol=Mean-of-k2025.12 | 93.29 | 2.14 | |
| VFMFInitial Context Length |C|=3, Roll out future frames=9, Evaluation Protocol=Mean-of-k2025.12 | 92.67 | 2.26 | |
| VFMFInitial Context Length |C|=4, Roll out future frames=8, Evaluation Protocol=Mean-of-k2025.12 | 92.66 | 2.25 | |
| VFMFInitial Context Length |C|=4, Roll out future frames=8, Evaluation Protocol=Best-of-k2025.12 | 92.62 | 2.31 | |
| VFMFInitial Context Length |C|=2, Roll out future frames=10, Evaluation Protocol=Mean-of-k2025.12 | 92.31 | 2.39 | |
| VFMFInitial Context Length |C|=3, Roll out future frames=9, Evaluation Protocol=Best-of-k2025.12 | 92.31 | 2.4 | |
| VFMFInitial Context Length |C|=2, Roll out future frames=10, Evaluation Protocol=Best-of-k2025.12 | 91.66 | 2.59 | |
| DINO-ForesightInitial Context Length |C|=1, Roll out future frames=11, Evaluation Protocol=Deterministic2025.12 | 90.62 | 2.94 | |
| DINO-ForesightInitial Context Length |C|=4, Roll out future frames=8, Evaluation Protocol=Deterministic2025.12 | 89.82 | 3.11 | |
| DINO-ForesightInitial Context Length |C|=3, Roll out future frames=9, Evaluation Protocol=Deterministic2025.12 | 89.43 | 3.26 | |
| DINO-ForesightInitial Context Length |C|=2, Roll out future frames=10, Evaluation Protocol=Deterministic2025.12 | 89.2 | 3.36 |