Multi-view reconstruction on DTU
1.1908Chamfer DistanceSparseVGGT
Evaluation results
| Method | Links | |
|---|---|---|
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.3, CDF Thr.=0.97, Sparsity=0.102026.03 | 1.1908 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.3, CDF Thr.=0.97, Sparsity=0.102026.03 | 1.1996 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.97, Sparsity=0.112026.03 | 1.205 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.1, CDF Thr.=0.97, Sparsity=0.072026.03 | 1.2109 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.1, CDF Thr.=0.97, Sparsity=0.072026.03 | 1.2156 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.93, Sparsity=0.192026.03 | 1.2164 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.4, CDF Thr.=0.95, Sparsity=0.142026.03 | 1.2219 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.4, CDF Thr.=0.95, Sparsity=0.142026.03 | 1.2281 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.93, Sparsity=0.192026.03 | 1.2419 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.97, Sparsity=0.112026.03 | 1.2618 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.90, Sparsity=0.232026.03 | 1.2646 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.85, Sparsity=0.292026.03 | 1.2663 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.88, Sparsity=0.252026.03 | 1.2751 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.80, Sparsity=0.352026.03 | 1.2816 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.90, Sparsity=0.232026.03 | 1.2819 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.88, Sparsity=0.252026.03 | 1.2874 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.75, Sparsity=0.392026.03 | 1.2966 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.1, CDF Thr.=0.97, Sparsity=0.082026.03 | 1.3151 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.70, Sparsity=0.432026.03 | 1.3188 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.3, CDF Thr.=0.97, Sparsity=0.112026.03 | 1.3217 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.4, CDF Thr.=0.95, Sparsity=0.162026.03 | 1.326 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.97, Sparsity=0.132026.03 | 1.3286 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.1, CDF Thr.=0.97, Sparsity=0.082026.03 | 1.332 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.85, Sparsity=0.292026.03 | 1.3389 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.90, Sparsity=0.252026.03 | 1.3479 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.3, CDF Thr.=0.97, Sparsity=0.112026.03 | 1.3515 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.97, Sparsity=0.132026.03 | 1.3536 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.88, Sparsity=0.282026.03 | 1.3536 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.93, Sparsity=0.222026.03 | 1.3559 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.7, CDF Thr.=0.70, Sparsity=0.482026.03 | 1.3584 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.85, Sparsity=0.322026.03 | 1.3645 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.4, CDF Thr.=0.95, Sparsity=0.162026.03 | 1.368 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.80, Sparsity=0.372026.03 | 1.3932 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.93, Sparsity=0.222026.03 | 1.3962 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.80, Sparsity=0.352026.03 | 1.4062 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.70, Sparsity=0.432026.03 | 1.4103 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.40, Sparsity=0.602026.03 | 1.4256 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.70, Sparsity=0.462026.03 | 1.4315 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.5, CDF Thr.=0.75, Sparsity=0.392026.03 | 1.4328 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.75, Sparsity=0.422026.03 | 1.4426 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.90, Sparsity=0.252026.03 | 1.445 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.60, Sparsity=0.542026.03 | 1.4598 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.60, Sparsity=0.542026.03 | 1.462 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.88, Sparsity=0.282026.03 | 1.4759 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.7, CDF Thr.=0.70, Sparsity=0.482026.03 | 1.5011 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.7, CDF Thr.=0.70, Sparsity=0.512026.03 | 1.5375 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.85, Sparsity=0.322026.03 | 1.5778 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.8, CDF Thr.=0.50, Sparsity=0.662026.03 | 1.5902 | |
| HeSS-Guided SparsificationBackbone=VGGT, Sparse Ratio=0.8, CDF Thr.=0.40, Sparsity=0.732026.03 | 1.603 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.8, CDF Thr.=0.50, Sparsity=0.662026.03 | 1.68 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.6, CDF Thr.=0.40, Sparsity=0.602026.03 | 1.702 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.80, Sparsity=0.372026.03 | 1.7098 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.60, Sparsity=0.562026.03 | 1.8541 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.75, Sparsity=0.422026.03 | 1.8843 | |
| SparseVGGTBackbone=VGGT, Sparse Ratio=0.8, CDF Thr.=0.40, Sparsity=0.732026.03 | 1.9287 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.7, CDF Thr.=0.70, Sparsity=0.512026.03 | 2.0763 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.5, CDF Thr.=0.70, Sparsity=0.462026.03 | 2.086 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.40, Sparsity=0.602026.03 | 2.0883 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.8, CDF Thr.=0.50, Sparsity=0.692026.03 | 2.302 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.60, Sparsity=0.562026.03 | 2.4659 | |
| HeSS-Guided SparsificationBackbone=pi^3, Sparse Ratio=0.8, CDF Thr.=0.40, Sparsity=0.752026.03 | 2.5796 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.8, CDF Thr.=0.50, Sparsity=0.692026.03 | 2.7606 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.6, CDF Thr.=0.40, Sparsity=0.602026.03 | 2.8635 | |
| SparseVGGTBackbone=pi^3, Sparse Ratio=0.8, CDF Thr.=0.40, Sparsity=0.752026.03 | 3.0046 |