Multiple Object Tracking
Multiple Object Tracking is the problem of automatically identifying multiple objects in a video and representing them as a set of trajectories with high accuracy.
Source: SOT for MOT
Papers
Showing 21–30 of 318 papers
All datasetsKITTI Test (Online Methods)BDD100K valBDD100K testCroHDSportsMOTKITTI Test (Offline Methods)RADIATEWaymo Open DatasetGMOT-40UA-DETRACYouTube-Hands
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SRK ODESA | MOTA | 90.03 | — | Unverified |
| 2 | MOSTFusion | MOTA | 84.83 | — | Unverified |
| 3 | mmMOT-normal | MOTA | 84.77 | — | Unverified |
| 4 | 3DT | MOTA | 84.52 | — | Unverified |
| 5 | Mono3DT | MOTA | 84.52 | — | Unverified |
| 6 | RRC-IIITH | MOTA | 84.24 | — | Unverified |
| 7 | RobMOT (Dynamic) | HOTA | 81.8 | — | Unverified |
| 8 | RobMOT | HOTA | 81.76 | — | Unverified |
| 9 | MCTrack | HOTA | 81.07 | — | Unverified |
| 10 | KFDL | HOTA | 81.06 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ByteTrack | mMOTA | 45.5 | — | Unverified |
| 2 | UNINEXT-H | mMOTA | 44.2 | — | Unverified |
| 3 | MOTRv2 | mMOTA | 43.6 | — | Unverified |
| 4 | QDTrack | mMOTA | 42.1 | — | Unverified |
| 5 | ContrasTR | mMOTA | 41.7 | — | Unverified |
| 6 | Unicorn | mMOTA | 41.2 | — | Unverified |
| 7 | TETer | mMOTA | 39.1 | — | Unverified |
| 8 | QDTrack | mMOTA | 36.6 | — | Unverified |
| 9 | Adaptive-searching -windows Tracker | mMOTA | 34.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PP-Tracking | MOTA | 72.6 | — | Unverified |
| 2 | OC-SORT | MOTA | 67.9 | — | Unverified |
| 3 | HeadHunter-T | MOTA | 63.6 | — | Unverified |
| 4 | Tracktor | MOTA | 58.9 | — | Unverified |
| 5 | SORT | MOTA | 46.4 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MOTIP (Deformable DETR, with SportsMOT val) | HOTA | 75.2 | — | Unverified |
| 2 | TrackSSM | HOTA | 74.4 | — | Unverified |
| 3 | MOTIP (Deformable DETR) | HOTA | 71.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SIRA | MOTA | 47.79 | — | Unverified |
| 2 | TempoRadar | MOTA | 37.91 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | QDTrack | MOTA | 55.6 | — | Unverified |
| 2 | RetinaTrack | MOTA | 44.92 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MAC-SORT | HOTA | 58.58 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | EB & TADN | MOTA | 23.7 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HandLer | MOTA | 70 | — | Unverified |