TAP-Vid
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Point Tracking | TAP-Vid DAVIS (First) | Delta Avg (<c)23.5 | 76 | |
| Point Tracking | TAP-Vid Kinetics (First) | Avg Displacement Error (delta_avg)22.4 | 53 | |
| Point Tracking | TAP-Vid Kinetics | Overall Accuracy90.5 | 48 | |
| Point Tracking | TAP-Vid DAVIS (Strided) | Avg Delta Error53.1 | 33 | |
| Point Tracking | TAP-Vid RGB-Stacking (test) | AJ6.8 | 32 | |
| Point Tracking | TAP-Vid DAVIS (test) | AJ30 | 31 | |
| Point Tracking | TAP-Vid Kinetics (test) | Average Jitter (AJ)19 | 30 | |
| Point Tracking | TAP-Vid | DAVIS Score77.6 | 15 | |
| Point Tracking | TAP-Vid RGB Stacking | Avg Displacement Error13.5 | 13 | |
| Point Tracking | TAP-Vid Kubric (subset of 30 videos) | AJ87.88 | 12 | |
| Long-term Point Tracking | TAP-Vid DAVIS 480p (test) | Avg Temporal Error66.4 | 12 | |
| Point Tracking | TAP-Vid DAVIS-480 | Avg Displacement Error (x)66.4 | 9 | |
| Point Tracking | TAP-Vid DAVIS 15 | MTE4.6 | 9 | |
| Point Tracking | TAP-Vid-DAVIS ImageNet-C Corruptions 11 | Gaussian Blur Score73.1 | 7 | |
| Video Reconstruction | Tap-Vid DAVIS | PSNR35.49 | 7 | |
| Dynamic Point Tracking | TAP-Vid RGB-S (val) | AJ60.8 | 5 | |
| 2D Pixel Tracking | TAP-Vid Average (test) | AJ58.2 | 5 | |
| 2D Pixel Tracking | TAP-Vid-Kinetics 9 (test) | Average Jitter (AJ)31.7 | 5 | |
| Point Tracking | TAP-Vid RGB-Stacking (First) | AJ59.1 | 4 |
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