DyCheck
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 4D reconstruction | DyCheck (test) | mPSNR19.75 | 21 | |
| Novel View Synthesis | DyCheck (test) | mPSNR18.46 | 15 | |
| Dynamic View Synthesis | DyCheck 5 scenes, 1x resolution 1.0 (test) | mLPIPS0.37 | 11 | |
| Correspondence Tracking | DyCheck (test) | PCK-T82.4 | 8 | |
| Dynamic Novel View Synthesis | DyCheck 5 scenes 1.0 | mPSNR16.85 | 7 | |
| Novel-View Synthesis | DyCheck 12 (test) | Apple PSNR19.4 | 7 | |
| Narrow Dynamic View Synthesis | DyCheck iPhone 1.0 (test) | PSNR16.94 | 7 | |
| Point cloud reconstruction | DyCheck | Accuracy (Mean)1.772 | 6 | |
| Dynamic Novel View Synthesis | DyCheck 7 scenes 1.0 | mPSNR19.63 | 5 | |
| Dynamic Scene Novel View Synthesis | DyCheck-iPhone Wheel | mPSNR12.44 | 5 | |
| Dynamic Scene Novel View Synthesis | DyCheck-iPhone Teddy | mPSNR13.14 | 5 | |
| Dynamic Scene Novel View Synthesis | DyCheck-iPhone Spin | mPSNR15.7 | 5 | |
| Dynamic Scene Novel View Synthesis | DyCheck-iPhone Apple | mPSNR16.92 | 5 | |
| Dynamic reconstruction | DyCheck | PSNR11.56 | 3 | |
| 3D keypoint tracking | DyCheck | PCK (5%)84.5 | 2 | |
| Point cloud reconstruction | DyCheck 14 | Accuracy (Mean)- | 0 |
Showing 16 of 16 rows