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. |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3.14 | 3.26 | 2.81 | 1.97 | 1.00 | 3.35 | 0.23 | 0.79 | 3.44 | 16.19 | 0.01 | 2.11 | 2.62 | 0.70 | 5.32 |
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. | |||||||||