Arbitrary Point Tracking on DrivTAP
16.9Avg Visual DisplacementE2Vid-Chrono
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| E2Vid-ChronoTrain Data=Kub, Input=Event2026.03 | 16.9 | 8.1 | 68.7 | 17.4 | |
| E2Vid-CoTracker3Train Data=Kub, Input=Event, Time=22.22026.03 | 27 | 18.6 | 89.4 | 23.2 | |
| ETAPTrain Data=E-Kub, Input=Event, Time=36.92026.03 | 27.8 | 13.5 | 68.1 | 25.1 | |
| FETAPTrain Data=MF, Input=Frame+Event2026.03 | 30.3 | — | — | 28 | |
| E2Vid-PIPs++Train Data=PO, Input=Event, Time=21.42026.03 | 30.4 | — | — | 22.4 | |
| ChronoTrain Data=Kub, Input=Frame2026.03 | 30.8 | 15.8 | 68.1 | 37.8 | |
| TAPFormer-ETrain Data=E-FastKub, Input=Event, Time=14.02026.03 | 37.6 | 28.9 | 90.2 | 33.7 | |
| PIPs++Train Data=PO, Input=Frame, Time=21.12026.03 | 37.8 | — | — | 34.5 | |
| FETAPTrain Data=FE-FastKub, Input=Frame+Event, Time=23.42026.03 | 46.4 | 36.8 | 95.2 | 50.7 | |
| CoTracker3Train Data=Kub, Input=Frame, Time=19.02026.03 | 46.5 | 37.1 | 95.4 | 49.9 | |
| TAPFormer-FTrain Data=FastKub, Input=Frame, Time=16.52026.03 | 46.7 | 36.6 | 93.8 | 50.6 | |
| TAPFormerTrain Data=FE-FastKub, Input=Frame+Event, Time=20.22026.03 | 60.1 | 48.8 | 97.8 | 65 |