| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| TAP-Vid DAVIS (First) | MAE | Delta Avg (<c)23.5 | 76 | 4d ago | |
| TAP-Vid Kinetics (First) | DeiT | Avg Displacement Error (delta_avg)22.4 | 53 | 4d ago | |
| DAVIS TAP-Vid | LocoTrack-B | Average Jaccard (AJ)69.4 | 52 | 22d ago | |
| TAP-Vid Kinetics | Track-On-R | Overall Accuracy90.5 | 48 | 22d ago | |
| DAVIS | AJ7.7 | 38 | 1mo ago | ||
| TAP-Vid DAVIS (Strided) | TAP-Net | Avg Delta Error53.1 | 33 | 19d ago | |
| TAP-Vid RGB-Stacking (test) | COTR | AJ6.8 | 32 | 1mo ago | |
| TAP-Vid DAVIS (test) | RAFT | AJ30 | 31 | 1mo ago | |
| TAP-Vid Kinetics (test) | COTR | Average Jitter (AJ)19 | 30 | 1mo ago | |
| TAP-Vid-Kinetics (val) | PIPs++ | Average Displacement Error63.5 | 25 | 1mo ago | |
| Kinetics | delta_avg33.6 | 24 | 1mo ago | ||
| RoboTAP | TAPTR | AJ49 | 22 | 22d ago | |
| DAVIS TAP-Vid (val) | CoTracker + Ours | AJ64.7 | 19 | 1mo ago | |
| RGB-Stacking queried-first mode | DeiT | Average Delta23.3 | 18 | 1mo ago | |
| Kubric | Video-GMAE | AJ74 | 18 | 1mo ago | |
| TAP-Vid | MegaFlow | DAVIS Score77.6 | 15 | 22d ago | |
| AllTracker benchmark suite | AccFlow | Dav. Average Error23.5 | 13 | 1mo ago | |
| RGB-Stacking | PIPs++ | Average Delta58.5 | 13 | 1mo ago | |
| TAP-Vid RGB Stacking | COTR | Avg Displacement Error13.5 | 13 | 22d ago | |
| PointOdyssey (test) | DINO | Delta (δ)8.61 | 13 | 1mo ago | |
| TAP-Vid Kubric (subset of 30 videos) | TAPIR | AJ87.88 | 12 | 4d ago | |
| RGB-Stacking TAP-Vid | LocoTrack-S | Average Jaccard (AJ)77.4 | 11 | 1mo ago | |
| Kinetics TAP-Vid | TAPIR | Average Jaccard (AJ)60.2 | 11 | 1mo ago | |
| EgoPoints | TAPNext-B | Average Displacement X31.8 | 10 | 1mo ago | |
| TAP-Vid DAVIS-480 | TAPNet | Avg Displacement Error (x)66.4 | 9 | 1mo ago |
