Results for PMatch-Up-SfM
Submission data
| Full name | PMatch dense matching SfM pipeline with official upsampled prediction |
| Description | Anonymous survey ablation submission. PMatch dense correspondences used in the SfM pipeline with the official benchmark upsampled prediction path enabled. |
| Parameters | PMatch MegaDepth pretrained checkpoint; 664x872 symmetric dense matching; official upsample_preds=True refinement to 864x1152; threshold-balanced confidence sampling; covisibility top-20 image pairs; top-10000 correspondences per pair; COLMAP geometric verification and known-pose triangulation. |
| Programming language(s) | Python, C++, CUDA |
| Hardware | HPC node with NVIDIA A40 GPUs |
| Submission creation date | 23 May, 2026 |
| Last edited | 23 May, 2026 |
High-res multi-view results
| Info | all | high-res multi-view | indoor | outdoor | botani. | boulde. | bridge | door | exhibi. | lectur. | living. | lounge | observ. | old co. | statue | terrac. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52.53 | 47.58 | 67.36 | 63.24 | 43.29 | 72.10 | 34.71 | 47.03 | 43.51 | 79.07 | 3.90 | 75.83 | 54.68 | 30.02 | 82.95 |
Low-res many-view results
| Info | all | low-res many-view | indoor | outdoor | lakeside | sand box | storage room | storage room 2 | tunnel |
|---|---|---|---|---|---|---|---|---|---|
| No results yet. | |||||||||