# 3D Multi-Object Tracking on WILDTRACK ground plane

Source: [3D Multi-Object Tracking on WILDTRACK ground plane](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:46:50.153Z

Evaluation of 3D Multi-Object Tracking performance on the 'ground plane' subset or configuration of the WILDTRACK dataset, reporting metrics such as MOTA, IDF1, and OSPA.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | 3D Multi-Object Tracking |
| Dataset (including any stated split) | WILDTRACKS ground plane |
| Metric | IDF1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [IDF1](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=IDF1>): Higher is better; unit: PERCENT.

- [IDP](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=IDP>): Higher is better; unit: PERCENT.

- [IDR](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=IDR>): Higher is better; unit: PERCENT.

- [MT](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=MT>): Higher is better; unit: SCALAR.

- [PT](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=PT>): Higher is better; unit: SCALAR.

- [ML](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=ML>): Lower is better; unit: SCALAR.

- [FP](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=FP>): Lower is better; unit: SCALAR.

- [FN](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=FN>): Lower is better; unit: SCALAR.

- [IDs](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=IDs>): Lower is better; unit: SCALAR.

- [FM](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=FM>): Lower is better; unit: SCALAR.

- [MOTA](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=MOTA>): Higher is better; unit: PERCENT.

- [MOTP](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=MOTP>): Higher is better; unit: PERCENT.

- [OSPA(p=2)](<https://www.sota2.com/research/sota/3d-multi-object-tracking-on-wildtrack-ground-plane.md?metric=OSPA(p%3D2)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | IDF1 | Result date | Report paper |
| --- | --- | --- | --- |
| Deep-Occlusion + KSP + ptrack | 78.4 | Not recorded | 68fa689c1e209131cea1d048 |
| Faster-RCNN(VGG16) + MV-GLMB-OC | 76.5 | Not recorded | 68fa689c1e209131cea1d048 |
| Faster-RCNN(VGG16) + MS-GLMB | 75.5 | Not recorded | 68fa689c1e209131cea1d048 |
| YOLOv3 + MV-GLMB-OC | 74.3 | Not recorded | 68fa689c1e209131cea1d048 |
| YOLOv3 + MS-GLMB | 74.2 | Not recorded | 68fa689c1e209131cea1d048 |
| Deep-Occlusion + GLMB | 72.5 | Not recorded | 68fa689c1e209131cea1d048 |

### Deep-Occlusion + KSP + ptrack

IDF1: 78.4. Result ID: 698d786a8b517eb43321bdad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

Recorded evaluation configuration: {"Detector":"Deep-Occlusion","Tracker":"KSP + ptrack"}. This record does not assert independent reproduction.

### Faster-RCNN(VGG16) + MV-GLMB-OC

IDF1: 76.5. Result ID: 698d786a8b517eb43321bdaa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

Recorded evaluation configuration: {"Detector":"Faster-RCNN (VGG16)","Tracker":"MV-GLMB-OC"}. This record does not assert independent reproduction.

### Faster-RCNN(VGG16) + MS-GLMB

IDF1: 75.5. Result ID: 698d786a8b517eb43321bdab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d6f1e209131cea9305d.md>)

Recorded evaluation configuration: {"Detector":"Faster-RCNN (VGG16)","Tracker":"MS-GLMB"}. This record does not assert independent reproduction.

### YOLOv3 + MV-GLMB-OC

IDF1: 74.3. Result ID: 698d786a8b517eb43321bda8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

Recorded evaluation configuration: {"Detector":"YOLOv3","Tracker":"MV-GLMB-OC"}. This record does not assert independent reproduction.

### YOLOv3 + MS-GLMB

IDF1: 74.2. Result ID: 698d786a8b517eb43321bda9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d6f1e209131cea9305d.md>)

Recorded evaluation configuration: {"Detector":"YOLOv3","Tracker":"MS-GLMB"}. This record does not assert independent reproduction.

### Deep-Occlusion + GLMB

IDF1: 72.5. Result ID: 698d786a8b517eb43321bdac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d048.md>)

Recorded evaluation configuration: {"Detector":"Deep-Occlusion","Tracker":"GLMB"}. This record does not assert independent reproduction.

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