# Multi-Object Tracking on SportsMOT 1.0 (test)

Source: [Multi-Object Tracking on SportsMOT 1.0 (test)](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test>)

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

Data updated: 2026-03-31T08:55:09.931Z

Evaluation of Multi-Object Tracking performance on the test split of the SportsMOT 1.0 dataset, reporting key metrics such as HOTA, DetA, AssA, and IDF1.

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) | SportsMOT 1.0 (test) |
| Metric | HOTA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 28 of 28 |
| 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

- [HOTA](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=HOTA>): Higher is better; unit: PERCENT.

- [DetA](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=DetA>): Higher is better; unit: PERCENT.

- [AssA](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=AssA>): Higher is better; unit: PERCENT.

- [IDF1](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=IDF1>): Higher is better; unit: PERCENT.

- [MOTA](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=MOTA>): Higher is better; unit: PERCENT.

- [Delta H Score](<https://www.sota2.com/research/sota/multi-object-tracking-on-sportsmot-1-0-test.md?metric=Delta%20H%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | HOTA | Result date | Report paper |
| --- | --- | --- | --- |
| HAT-FastReID-MOT | 80.8 | Not recorded | 68fa77741e209131cea7336d |
| HAT-FastReID-MOT | 79.3 | Not recorded | 68fa77741e209131cea7336d |
| HAT-FastReID-MOT | 78.1 | Not recorded | 68fa77741e209131cea7336d |
| DiffMOT | 76.2 | Not recorded | 68fa77741e209131cea7336d |
| TBDQ-Net | 75.5 | Not recorded | 68fa79b81e209131cea7f144 |
| MOTIP | 75.2 | Not recorded | 68fa79b81e209131cea7f144 |
| ETTrack | 74.3 | Not recorded | 68fa79b81e209131cea7f144 |
| MixSort-OC | 74.1 | Not recorded | 68fa77741e209131cea7336d |
| MixSORT | 74.1 | Not recorded | 68fa79b81e209131cea7f144 |
| OC-SORT | 73.7 | Not recorded | 68fa77741e209131cea7336d |
| OC-SORT | 73.7 | Not recorded | 68fa79b81e209131cea7f144 |
| ETTrack | 72.2 | Not recorded | 68fa79b81e209131cea7f144 |
| DiffMOT | 72.1 | Not recorded | 68fa77741e209131cea7336d |
| TBDQ-Net | 72.1 | Not recorded | 68fa79b81e209131cea7f144 |
| OC-SORT | 71.9 | Not recorded | 68fa77741e209131cea7336d |
| OC-SORT | 71.9 | Not recorded | 68fa79b81e209131cea7f144 |
| MOTIP | 71.9 | Not recorded | 68fa79b81e209131cea7f144 |
| MambaMOT | 71.3 | Not recorded | 68fa79b81e209131cea7f144 |
| MeMOTR | 70 | Not recorded | 68fa79b81e209131cea7f144 |
| BOT-SORT | 68.7 | Not recorded | 68fa77741e209131cea7336d |
| FastReID-MOT (baseline) | 67.3 | Not recorded | 68fa77741e209131cea7336d |
| MixSort-Byte | 65.7 | Not recorded | 68fa77741e209131cea7336d |
| ByteTrack | 64.1 | Not recorded | 68fa77741e209131cea7336d |
| ByteTrack | 64.1 | Not recorded | 68fa79b81e209131cea7f144 |
| ByteTrack | 62.8 | Not recorded | 68fa77741e209131cea7336d |
| ByteTrack | 62.8 | Not recorded | 68fa79b81e209131cea7f144 |
| QDTrack | 60.4 | Not recorded | 68fa77741e209131cea7336d |
| FairMOT | 49.3 | Not recorded | 68fa77741e209131cea7336d |

### HAT-FastReID-MOT

HOTA: 80.8. Result ID: 699ad76c5698665ec466c88b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Implementation](<https://github.com/HELLORPG/HATReID-MOT>)

Recorded evaluation configuration: {"category":"reid-based","joint training involving validation set":true,"hyperparameter adjustment":true}. This record does not assert independent reproduction.

### HAT-FastReID-MOT

HOTA: 79.3. Result ID: 699ad76c5698665ec466c88a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Implementation](<https://github.com/HELLORPG/HATReID-MOT>)

Recorded evaluation configuration: {"category":"reid-based","joint training involving validation set":false,"hyperparameter adjustment":true}. This record does not assert independent reproduction.

### HAT-FastReID-MOT

HOTA: 78.1. Result ID: 699ad76c5698665ec466c889.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Implementation](<https://github.com/HELLORPG/HATReID-MOT>)

Recorded evaluation configuration: {"category":"reid-based","joint training involving validation set":false,"hyperparameter adjustment":false}. This record does not assert independent reproduction.

### DiffMOT

HOTA: 76.2. Result ID: 699ad76c5698665ec466c886.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72911e209131cea5728f.md>)

[Implementation](<https://diffmot.github.io/>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":true}. This record does not assert independent reproduction.

### TBDQ-Net

HOTA: 75.5. Result ID: 69cb8bd947f34ce924b3f99d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

Recorded evaluation configuration: {"Year":"ours","Training Setting":"train+val"}. This record does not assert independent reproduction.

### MOTIP

HOTA: 75.2. Result ID: 69cb8bd947f34ce924b3f99b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77971e209131cea74355.md>)

[Implementation](<https://github.com/MCG-NJU/MOTIP>)

Recorded evaluation configuration: {"Year":"2025","Training Setting":"train+val"}. This record does not assert independent reproduction.

### ETTrack

HOTA: 74.3. Result ID: 69cb8bd947f34ce924b3f997.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75e61e209131cea6a869.md>)

Recorded evaluation configuration: {"Year":"2024","Training Setting":"train+val"}. This record does not assert independent reproduction.

### MixSort-OC

HOTA: 74.1. Result ID: 699ad76c5698665ec466c885.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f061e209131cea4359c.md>)

[Implementation](<https://deeperaction.github.io/datasets/sportsmot.html>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":true}. This record does not assert independent reproduction.

### MixSORT

HOTA: 74.1. Result ID: 69cb8bd947f34ce924b3f995.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f061e209131cea4359c.md>)

[Implementation](<https://deeperaction.github.io/datasets/sportsmot.html>)

Recorded evaluation configuration: {"Year":"2023","Training Setting":"train+val"}. This record does not assert independent reproduction.

### OC-SORT

HOTA: 73.7. Result ID: 699ad76c5698665ec466c880.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec51e209131cea41e84.md>)

[Implementation](<https://github.com/noahcao/OC_SORT>)

Recorded evaluation configuration: {"category":"motion-based","joint training involving validation set":true}. This record does not assert independent reproduction.

### OC-SORT

HOTA: 73.7. Result ID: 69cb8bd947f34ce924b3f994.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec51e209131cea41e84.md>)

[Implementation](<https://github.com/noahcao/OC_SORT>)

Recorded evaluation configuration: {"Year":"2023","Training Setting":"train+val"}. This record does not assert independent reproduction.

### ETTrack

HOTA: 72.2. Result ID: 69cb8bd947f34ce924b3f996.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75e61e209131cea6a869.md>)

Recorded evaluation configuration: {"Year":"2024","Training Setting":"train"}. This record does not assert independent reproduction.

### DiffMOT

HOTA: 72.1. Result ID: 699ad76c5698665ec466c883.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72911e209131cea5728f.md>)

[Implementation](<https://diffmot.github.io/>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### TBDQ-Net

HOTA: 72.1. Result ID: 69cb8bd947f34ce924b3f99c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

Recorded evaluation configuration: {"Year":"ours","Training Setting":"train"}. This record does not assert independent reproduction.

### OC-SORT

HOTA: 71.9. Result ID: 699ad76c5698665ec466c87e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec51e209131cea41e84.md>)

[Implementation](<https://github.com/noahcao/OC_SORT>)

Recorded evaluation configuration: {"category":"motion-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### OC-SORT

HOTA: 71.9. Result ID: 69cb8bd947f34ce924b3f993.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec51e209131cea41e84.md>)

[Implementation](<https://github.com/noahcao/OC_SORT>)

Recorded evaluation configuration: {"Year":"2023","Training Setting":"train"}. This record does not assert independent reproduction.

### MOTIP

HOTA: 71.9. Result ID: 69cb8bd947f34ce924b3f99a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77971e209131cea74355.md>)

[Implementation](<https://github.com/MCG-NJU/MOTIP>)

Recorded evaluation configuration: {"Year":"2025","Training Setting":"train"}. This record does not assert independent reproduction.

### MambaMOT

HOTA: 71.3. Result ID: 69cb8bd947f34ce924b3f998.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a81e209131cea6e391.md>)

Recorded evaluation configuration: {"Year":"2025","Training Setting":"train"}. This record does not assert independent reproduction.

### MeMOTR

HOTA: 70. Result ID: 69cb8bd947f34ce924b3f999.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72471e209131cea5582f.md>)

[Implementation](<https://github.com/MCG-NJU/MeMOTR>)

Recorded evaluation configuration: {"Year":"2023","Training Setting":"train"}. This record does not assert independent reproduction.

### BOT-SORT

HOTA: 68.7. Result ID: 699ad76c5698665ec466c882.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cf11e209131cea36b07.md>)

[Implementation](<https://github.com/NirAharon/BOT-SORT>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### FastReID-MOT (baseline)

HOTA: 67.3. Result ID: 699ad76c5698665ec466c888.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Implementation](<https://github.com/HELLORPG/HATReID-MOT>)

Recorded evaluation configuration: {"category":"reid-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### MixSort-Byte

HOTA: 65.7. Result ID: 699ad76c5698665ec466c884.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f061e209131cea4359c.md>)

[Implementation](<https://deeperaction.github.io/datasets/sportsmot.html>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":true}. This record does not assert independent reproduction.

### ByteTrack

HOTA: 64.1. Result ID: 699ad76c5698665ec466c87f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2d1e209131cea32994.md>)

[Implementation](<https://github.com/ifzhang/ByteTrack>)

Recorded evaluation configuration: {"category":"motion-based","joint training involving validation set":true}. This record does not assert independent reproduction.

### ByteTrack

HOTA: 64.1. Result ID: 69cb8bd947f34ce924b3f992.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2d1e209131cea32994.md>)

[Implementation](<https://github.com/ifzhang/ByteTrack>)

Recorded evaluation configuration: {"Year":"2022","Training Setting":"train+val"}. This record does not assert independent reproduction.

### ByteTrack

HOTA: 62.8. Result ID: 699ad76c5698665ec466c87d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2d1e209131cea32994.md>)

[Implementation](<https://github.com/ifzhang/ByteTrack>)

Recorded evaluation configuration: {"category":"motion-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### ByteTrack

HOTA: 62.8. Result ID: 69cb8bd947f34ce924b3f991.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f144.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c2d1e209131cea32994.md>)

[Implementation](<https://github.com/ifzhang/ByteTrack>)

Recorded evaluation configuration: {"Year":"2022","Training Setting":"train"}. This record does not assert independent reproduction.

### QDTrack

HOTA: 60.4. Result ID: 699ad76c5698665ec466c887.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ab61e209131cea29f88.md>)

[Implementation](<http://vis.xyz/pub/qdtrack>)

Recorded evaluation configuration: {"category":"reid-based","joint training involving validation set":false}. This record does not assert independent reproduction.

### FairMOT

HOTA: 49.3. Result ID: 699ad76c5698665ec466c881.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77741e209131cea7336d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b0b1e209131cea2ba8b.md>)

[Implementation](<https://github.com/ifzhang/FairMOT>)

Recorded evaluation configuration: {"category":"hybrid-based","joint training involving validation set":false}. This record does not assert independent reproduction.

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