# Multi-Object Tracking on Synthehicle scene-specific (val)

Source: [Multi-Object Tracking on Synthehicle scene-specific (val)](<https://www.sota2.com/research/sota/multi-object-tracking-on-synthehicle-scene-specific-val>)

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

Data updated: 2026-02-26T05:46:50.270Z

Evaluation of Multi-Object Tracking performance on the validation split of the Synthehicle scene-specific dataset, reporting metrics such as IDF1, MOTA, and MOTP.

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 | Multi-Object Tracking |
| Dataset (including any stated split) | Synthehicle scene-specific (val) |
| Metric | IDF1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/multi-object-tracking-on-synthehicle-scene-specific-val.md?metric=IDF1>): Higher is better; unit: PERCENT.

- [MOTA](<https://www.sota2.com/research/sota/multi-object-tracking-on-synthehicle-scene-specific-val.md?metric=MOTA>): Higher is better; unit: PERCENT.

- [MOTP](<https://www.sota2.com/research/sota/multi-object-tracking-on-synthehicle-scene-specific-val.md?metric=MOTP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | IDF1 | Result date | Report paper |
| --- | --- | --- | --- |
| TrackTacular | 57.2 | Not recorded | 68fa72901e209131cea5718f |
| TrackTacular | 48 | Not recorded | 68fa72901e209131cea5718f |

### TrackTacular

IDF1: 57.2. Result ID: 699241133a6c3148490daa2e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72901e209131cea5718f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72901e209131cea5718f.md>)

[Implementation](<https://github.com/tteepe/TrackTacular>)

Recorded evaluation configuration: {"Lifting Method":"Depth Splatting"}. This record does not assert independent reproduction.

### TrackTacular

IDF1: 48. Result ID: 699241133a6c3148490daa2d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72901e209131cea5718f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72901e209131cea5718f.md>)

[Implementation](<https://github.com/tteepe/TrackTacular>)

Recorded evaluation configuration: {"Lifting Method":"Bilinear Sampling"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.