Point Cloud Reconstruction on ETH3D and DTU
0.087Reconstruction Time (s)π³
Evaluation results
| Method | Links | |
|---|---|---|
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=52026.03 | 0.087 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=52026.03 | 0.102 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=52026.03 | 0.125 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=102026.03 | 0.157 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=102026.03 | 0.183 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=102026.03 | 0.194 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=52026.03 | 0.206 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=52026.03 | 0.206 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=252026.03 | 0.383 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=102026.03 | 0.411 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=102026.03 | 0.413 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=252026.03 | 0.45 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=252026.03 | 0.569 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=502026.03 | 0.712 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=252026.03 | 1.018 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=252026.03 | 1.033 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=502026.03 | 1.186 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=1002026.03 | 1.362 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=502026.03 | 1.524 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=502026.03 | 2.036 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=502026.03 | 2.056 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=2002026.03 | 2.681 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=1002026.03 | 3.604 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=3002026.03 | 4.017 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=1002026.03 | 4.088 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=1002026.03 | 4.128 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=1002026.03 | 4.689 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=4002026.03 | 5.348 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=5002026.03 | 6.671 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=2002026.03 | 8.222 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=2002026.03 | 8.267 | |
| ZipMapComplexity=O(N), Params=1.40B, Number of input images (N)=7502026.03 | 9.999 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=2002026.03 | 12.19 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=3002026.03 | 12.43 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=3002026.03 | 12.435 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=2002026.03 | 16.04 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=4002026.03 | 16.511 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=4002026.03 | 16.618 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=5002026.03 | 20.767 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=5002026.03 | 21.025 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=3002026.03 | 25.765 | |
| TTT3RComplexity=O(N), Params=793M, Number of input images (N)=7502026.03 | 31.197 | |
| CUT3RComplexity=O(N), Params=793M, Number of input images (N)=7502026.03 | 31.246 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=3002026.03 | 34.022 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=4002026.03 | 44.464 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=4002026.03 | 58.842 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=5002026.03 | 68.255 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=5002026.03 | 90.389 | |
| π³Complexity=O(N^2), Params=959M, Number of input images (N)=7502026.03 | 151.159 | |
| VGGTComplexity=O(N^2), Params=1.26B, Number of input images (N)=7502026.03 | 200.364 |