Point Map Estimation on 7-Scenes 54 (test)
9.8Mean AccuracyTTT3R
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TTT3RView Density=Sparse View, Inference Complexity=O(N)2026.03 | 9.8 | 6.2 | 15.9 | 10.7 | 68.1 | 76.8 | |
| Fast3RView Density=Sparse View, Inference Complexity=O(N^2)2026.03 | 9.5 | 6.5 | 14.4 | 8.9 | 67.3 | 75.9 | |
| FLAREView Density=Sparse View, Inference Complexity=O(N^2)2026.03 | 8.5 | 5.7 | 14.5 | 10.7 | 69.6 | 78 | |
| CUT3RView Density=Sparse View, Inference Complexity=O(N)2026.03 | 8 | 5.5 | 10.2 | 6.6 | 71.1 | 81.1 | |
| π³View Density=Sparse View, Inference Complexity=O(N^2)2026.03 | 4.7 | 2.9 | 7.4 | 4.9 | 74.1 | 84 | |
| VGGTView Density=Sparse View, Inference Complexity=O(N^2)2026.03 | 4.4 | 2.4 | 5.6 | 3.3 | 73.3 | 84.6 | |
| ZipMapView Density=Sparse View, Inference Complexity=O(N)2026.03 | 4.4 | 2.6 | 6.5 | 3.7 | 74 | 85.3 | |
| Fast3RView Density=Dense View, Inference Complexity=O(N^2)2026.03 | 4 | 1.7 | 5.6 | 1.8 | 64.4 | 72.5 | |
| TTT3RView Density=Dense View, Inference Complexity=O(N)2026.03 | 3.5 | 1.6 | 3.2 | 1 | 66.6 | 76 | |
| CUT3RView Density=Dense View, Inference Complexity=O(N)2026.03 | 2.3 | 1 | 2.8 | 0.8 | 67.4 | 77.1 | |
| VGGTView Density=Dense View, Inference Complexity=O(N^2)2026.03 | 2.2 | 0.8 | 2.6 | 1.2 | 66.7 | 76 | |
| FLAREView Density=Dense View, Inference Complexity=O(N^2)2026.03 | 1.9 | 0.7 | 2.6 | 1.3 | 68.4 | 78.5 | |
| ZipMapView Density=Dense View, Inference Complexity=O(N)2026.03 | 1.8 | 0.8 | 3 | 1.2 | 68 | 78 | |
| π³View Density=Dense View, Inference Complexity=O(N^2)2026.03 | 1.6 | 0.7 | 2.2 | 1.1 | 68.9 | 79.2 |