DyCheck
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 4D reconstruction | DyCheck (test) | mPSNR19.75 | 21 | |
| Point cloud reconstruction | DyCheck | Accuracy (Mean)1.772 | 18 | |
| Dynamic Novel View Synthesis | DyCheck 5 scenes 1.0 | mPSNR16.92 | 16 | |
| Novel View Synthesis | DyCheck (test) | mPSNR18.46 | 15 | |
| Dynamic View Synthesis | DyCheck 5 scenes, 1x resolution 1.0 (test) | mLPIPS0.37 | 11 | |
| 2D Point Tracking | DyCheck 10 | AJ37.7 | 10 | |
| 3D Point Tracking | DyCheck 10 | EPE0.07 | 10 | |
| Novel View Synthesis | DyCheck 1.0 (novel view) | PSNR17.98 | 9 | |
| Video Depth Estimation | DyCheck | Absolute Relative Error0.141 | 9 | |
| Tracking | DyCheck Dataset | Apple Error0.036 | 8 | |
| Dynamic Novel View Synthesis | DyCheck 7 scenes 1.0 | mPSNR19.63 | 8 | |
| Correspondence Tracking | DyCheck (test) | PCK-T82.4 | 8 | |
| Novel-View Synthesis | DyCheck 12 (test) | Apple PSNR19.4 | 7 | |
| Narrow Dynamic View Synthesis | DyCheck iPhone 1.0 (test) | PSNR16.94 | 7 | |
| Dynamic Segmentation | DyCheck | JM Score2.26 | 6 | |
| Pose Estimation | DyCheck | ATE0.0181 | 6 | |
| Novel View Synthesis | DyCheck | PSNR (Apple)17.7 | 6 | |
| 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 Novel View Synthesis | DyCheck Challenging | mPSNR15.02 | 3 | |
| Uncertainty Quantification | DyCheck All frames | AUSE-MSE8.49 | 3 | |
| Uncertainty Quantification | DyCheck Top 40 frames | AUSE-MSE8 | 3 | |
| Uncertainty Quantification | DyCheck Top 20 frames | AUSE-MSE7.22 | 3 |
Showing 25 of 29 rows