# Cross-modal Gait Recognition on FreeGait (test)

Source: [Cross-modal Gait Recognition on FreeGait (test)](<https://www.sota2.com/research/sota/cross-modal-gait-recognition-on-freegait-test>)

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

Data updated: 2026-06-02T07:18:51.123Z

Evaluation of Cross-modal Gait Recognition performance on the test split of the FreeGait dataset, reporting Rank-1 and Rank-5 Accuracy.

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 | Cross-modal Gait Recognition |
| Dataset (including any stated split) | FreeGait (test) |
| Metric | Rank-1 Accuracy |
| 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

- [Rank-1 Accuracy](<https://www.sota2.com/research/sota/cross-modal-gait-recognition-on-freegait-test.md?metric=Rank-1%20Accuracy>): Higher is better; unit: PERCENT.

- [Rank-5 Accuracy](<https://www.sota2.com/research/sota/cross-modal-gait-recognition-on-freegait-test.md?metric=Rank-5%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Rank-1 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DiffCrossGait | 61.5 | Not recorded | 6a1e636adbd7150506f850ad |
| DiffCrossGait | 58.5 | Not recorded | 6a1e636adbd7150506f850ad |
| TCFDNet | 57.9 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| TCFDNet | 52.1 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| SCR | 43.3 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| SCR | 43.3 | Not recorded | 6a1e636adbd7150506f850ad |
| TVI-LFM | 41 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| TVI-LFM | 41 | Not recorded | 6a1e636adbd7150506f850ad |
| SCR | 40.1 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| SCR | 40.1 | Not recorded | 6a1e636adbd7150506f850ad |
| IDKL | 39.5 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| IDKL | 39.5 | Not recorded | 6a1e636adbd7150506f850ad |
| TVI-LFM | 38.9 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| TVI-LFM | 38.9 | Not recorded | 6a1e636adbd7150506f850ad |
| IDKL | 36.7 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| IDKL | 36.7 | Not recorded | 6a1e636adbd7150506f850ad |
| CrossGait | 32.3 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| CrossGait | 32.3 | Not recorded | 6a1e636adbd7150506f850ad |
| CrossGait | 29.6 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| CrossGait | 29.6 | Not recorded | 6a1e636adbd7150506f850ad |
| TSKD | 26.7 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| TSKD | 26.7 | Not recorded | 6a1e636adbd7150506f850ad |
| TSKD | 25.1 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| HMRNet | 25.1 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| TSKD | 25.1 | Not recorded | 6a1e636adbd7150506f850ad |
| HMRNet | 25.1 | Not recorded | 6a1e636adbd7150506f850ad |
| HMRNet | 23.5 | Not recorded | 6a1d11d7dbd7150506f83d5e |
| HMRNet | 23.5 | Not recorded | 6a1e636adbd7150506f850ad |

### DiffCrossGait

Rank-1 Accuracy: 61.5. Result ID: 6a1e83d8fbc373592c182fae.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DiffCrossGait

Rank-1 Accuracy: 58.5. Result ID: 6a1e83d8fbc373592c182fa7.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TCFDNet

Rank-1 Accuracy: 57.9. Result ID: 6a1d3e4ffbc373592c164c1d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D"}. This record does not assert independent reproduction.

### TCFDNet

Rank-1 Accuracy: 52.1. Result ID: 6a1d3e4ffbc373592c164c16.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D"}. This record does not assert independent reproduction.

### SCR

Rank-1 Accuracy: 43.3. Result ID: 6a1d3e4ffbc373592c164c1c.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"IF’25"}. This record does not assert independent reproduction.

### SCR

Rank-1 Accuracy: 43.3. Result ID: 6a1e83d8fbc373592c182fad.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TVI-LFM

Rank-1 Accuracy: 41. Result ID: 6a1d3e4ffbc373592c164c1a.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"NeurIPS24"}. This record does not assert independent reproduction.

### TVI-LFM

Rank-1 Accuracy: 41. Result ID: 6a1e83d8fbc373592c182fab.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### SCR

Rank-1 Accuracy: 40.1. Result ID: 6a1d3e4ffbc373592c164c15.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"IF’25"}. This record does not assert independent reproduction.

### SCR

Rank-1 Accuracy: 40.1. Result ID: 6a1e83d8fbc373592c182fa6.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### IDKL

Rank-1 Accuracy: 39.5. Result ID: 6a1d3e4ffbc373592c164c19.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f94.md>)

[Implementation](<https://github.com/1KK077/IDKL>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"CVPR’24"}. This record does not assert independent reproduction.

### IDKL

Rank-1 Accuracy: 39.5. Result ID: 6a1e83d8fbc373592c182faa.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f94.md>)

[Implementation](<https://github.com/1KK077/IDKL>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TVI-LFM

Rank-1 Accuracy: 38.9. Result ID: 6a1d3e4ffbc373592c164c13.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"NeurIPS24"}. This record does not assert independent reproduction.

### TVI-LFM

Rank-1 Accuracy: 38.9. Result ID: 6a1e83d8fbc373592c182fa4.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### IDKL

Rank-1 Accuracy: 36.7. Result ID: 6a1d3e4ffbc373592c164c12.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f94.md>)

[Implementation](<https://github.com/1KK077/IDKL>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"CVPR’24"}. This record does not assert independent reproduction.

### IDKL

Rank-1 Accuracy: 36.7. Result ID: 6a1e83d8fbc373592c182fa3.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72b21e209131cea57f94.md>)

[Implementation](<https://github.com/1KK077/IDKL>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CrossGait

Rank-1 Accuracy: 32.3. Result ID: 6a1d3e4ffbc373592c164c18.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d51e209131cea58cba.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"IJCB’24"}. This record does not assert independent reproduction.

### CrossGait

Rank-1 Accuracy: 32.3. Result ID: 6a1e83d8fbc373592c182fa9.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d51e209131cea58cba.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CrossGait

Rank-1 Accuracy: 29.6. Result ID: 6a1d3e4ffbc373592c164c11.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d51e209131cea58cba.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"IJCB’24"}. This record does not assert independent reproduction.

### CrossGait

Rank-1 Accuracy: 29.6. Result ID: 6a1e83d8fbc373592c182fa2.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d51e209131cea58cba.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TSKD

Rank-1 Accuracy: 26.7. Result ID: 6a1d3e4ffbc373592c164c1b.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"PR’25"}. This record does not assert independent reproduction.

### TSKD

Rank-1 Accuracy: 26.7. Result ID: 6a1e83d8fbc373592c182fac.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### TSKD

Rank-1 Accuracy: 25.1. Result ID: 6a1d3e4ffbc373592c164c14.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"PR’25"}. This record does not assert independent reproduction.

### HMRNet

Rank-1 Accuracy: 25.1. Result ID: 6a1d3e4ffbc373592c164c17.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea65510.md>)

Recorded evaluation configuration: {"Direction":"3D → 2D","Venue":"MM’24"}. This record does not assert independent reproduction.

### TSKD

Rank-1 Accuracy: 25.1. Result ID: 6a1e83d8fbc373592c182fa5.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### HMRNet

Rank-1 Accuracy: 25.1. Result ID: 6a1e83d8fbc373592c182fa8.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea65510.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### HMRNet

Rank-1 Accuracy: 23.5. Result ID: 6a1d3e4ffbc373592c164c10.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11d7dbd7150506f83d5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea65510.md>)

Recorded evaluation configuration: {"Direction":"2D → 3D","Venue":"MM’24"}. This record does not assert independent reproduction.

### HMRNet

Rank-1 Accuracy: 23.5. Result ID: 6a1e83d8fbc373592c182fa1.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e636adbd7150506f850ad.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75051e209131cea65510.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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