Point Tracking on RGB-Stacking TAP-Vid
77.4Average Jaccard (AJ)LocoTrack-S
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LocoTrack-SInput Resolution=256x256, Query Mode=Strided, Throughput=7244.47 points/sec2024.07 | 77.4 | 87 | 92.9 | |
| LocoTrack-BInput Resolution=256x256, Query Mode=Strided, Throughput=4358.96 points/sec2024.07 | 77.1 | 86.9 | 93.2 | |
| TAPIRTuning Dataset=MOVi-E, Version=Open-source tuned2023.06 | 73.3 | — | — | |
| LocoTrack-SInput Resolution=384x512, Query Mode=Strided, Throughput=6820.57 points/sec2024.07 | 71 | 84.4 | 83.3 | |
| LocoTrack-BInput Resolution=384x512, Query Mode=Strided, Throughput=4196.36 points/sec2024.07 | 70.8 | 83.2 | 84.1 | |
| TAPIRTuning Dataset=Panning Kubric, Version=Open-source tuned2023.06 | 69.1 | — | — | |
| TAPIRInput Resolution=256x256, Query Mode=Strided, Throughput=2097.32 points/sec2024.07 | 62.7 | 74.6 | 91.6 | |
| TAP-NetInput Resolution=256x256, Query Mode=Strided, Throughput=29535.98 points/sec2024.07 | 59.9 | 72.8 | 90.4 | |
| Kubric-VFS-LikeInput Resolution=256x256, Query Mode=Strided2024.07 | 57.9 | 72.6 | 91.9 | |
| RAFTInput Resolution=256x256, Query Mode=Strided, Throughput=23405.71 points/sec2024.07 | 44 | 58.6 | 90.4 | |
| PIPsInput Resolution=384x512, Query Mode=Strided, Throughput=46.43 points/sec2024.07 | 37.3 | 51 | 91.6 |