| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DAVIS TAP-Vid | LocoTrack-B | Average Jaccard (AJ)69.4 | 41 | 3d ago | |
| DAVIS | AJ7.7 | 38 | 3d ago | ||
| TAP-Vid Kinetics | TAPNext | Overall Accuracy90.06 | 37 | 3d ago | |
| TAP-Vid RGB-Stacking (test) | COTR | AJ6.8 | 32 | 3d ago | |
| TAP-Vid DAVIS (test) | RAFT | AJ30 | 31 | 3d ago | |
| TAP-Vid Kinetics (test) | COTR | Average Jitter (AJ)19 | 30 | 3d ago | |
| TAP-Vid-Kinetics (val) | PIPs++ | Average Displacement Error63.5 | 25 | 3d ago | |
| Kinetics | delta_avg33.6 | 24 | 3d ago | ||
| TAP-Vid DAVIS (First) | TAP-Net | Delta Avg (<c)48.6 | 19 | 3d ago | |
| DAVIS TAP-Vid (val) | CoTracker + Ours | AJ64.7 | 19 | 3d ago | |
| Kubric | Video-GMAE | AJ74 | 18 | 3d ago | |
| TAP-Vid DAVIS (Strided) | TAP-Net | Avg Delta Error53.1 | 17 | 3d ago | |
| AllTracker benchmark suite | AccFlow | Dav. Average Error23.5 | 13 | 3d ago | |
| RGB-Stacking | PIPs++ | Average Delta58.5 | 13 | 3d ago | |
| PointOdyssey (test) | DINO | Delta (δ)8.61 | 13 | 3d ago | |
| RoboTAP | PIPs++ | delta_avg63.5 | 12 | 3d ago | |
| RGB-Stacking TAP-Vid | LocoTrack-S | Average Jaccard (AJ)77.4 | 11 | 3d ago | |
| Kinetics TAP-Vid | TAPIR | Average Jaccard (AJ)60.2 | 11 | 3d ago | |
| Kubric TAP-Vid | TAPIR | Average Jaccard88.3 | 9 | 3d ago | |
| CroHD 58 | PIPs+ | MTE11.2 | 9 | 3d ago | |
| TAP-Vid DAVIS 15 | PIPs++ | MTE4.6 | 9 | 3d ago | |
| CPC (test) | Accuracy99.8 | 8 | 3d ago | ||
| PT | 4DS-B | AJ81.4 | 7 | 3d ago | |
| TAP-Vid-DAVIS ImageNet-C Corruptions 11 | DiTracker | Gaussian Blur Score73.1 | 7 | 3d ago | |
| TAP-Vid RGB Stacking | COTR | Average Jitter (AJ)6.8 | 7 | 3d ago |
