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. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32.59 | 28.46 | 44.98 | 37.19 | 22.27 | 44.73 | 10.63 | 23.85 | 27.52 | 64.10 | 0.78 | 47.14 | 34.15 | 13.22 | 65.53 |
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. | |||||||||