PointOdyssey
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| 3D tracking | PointOdyssey 102 (test) | APD53.97 | 28 | |
| Video depth estimation | PointOdyssey (val) | Abs Rel0.067 | 24 | |
| Point Tracking | PointOdyssey (test) | Delta (δ)8.61 | 13 | |
| Sparse Point Tracking | PointOdyssey (PO) (test) | APD33.47 | 11 | |
| Multi-camera point tracking | PointOdyssey 1.0 (test) | APD90.3 | 10 | |
| Two-view tracking | PointOdyssey (test) | Tracking Error P0 (t1)0.027 | 9 | |
| 4D reconstruction | PointOdyssey | EPE P0(t1)0.03 | 8 | |
| 3D Reconstruction | PointOdyssey (test) | APD45.79 | 6 | |
| Dense 3D Tracking | PointOdyssey 10-frame snippets | EPE0.025 | 5 | |
| 2D Tracking | PointOdyssey 81 (test) | MTE26.6 | 5 | |
| Point Tracking | PointOdyssey | Average Displacement Error (ADE)9.9 | 4 | |
| Dense Tracking | PointOdyssey | EPE0.032 | 4 | |
| Sparse 3D Tracking | PointOdyssey (test) | AJ58.36 | 3 | |
| 4D-controlled video-to-video generation | PointOdyssey Synthetic Evaluation | PSNR24.57 | 3 | |
| 3D Tracking | PointOdyssey | ATE3D0.22 | 3 |
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