# Skeleton Action Recognition on NTU RGB+D 120 (Cross-Setup (Xset) 96/24)

Source: [Skeleton Action Recognition on NTU RGB+D 120 (Cross-Setup (Xset) 96/24)](<https://www.sota2.com/research/sota/skeleton-action-recognition-on-ntu-rgb-plus-d-120-cross-setup-xset-96-24>)

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

Data updated: 2026-02-26T05:26:44.838Z

Evaluation of Skeleton Action Recognition performance on the NTU RGB+D 120 dataset using the Cross-Setup (Xset) protocol, reporting Acc, S, U, and H metrics.

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 | Skeleton Action Recognition |
| Dataset (including any stated split) | NTU RGB+D 120 (Cross-Setup (Xset) 96/24) |
| Metric | Acc |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [Acc](<https://www.sota2.com/research/sota/skeleton-action-recognition-on-ntu-rgb-plus-d-120-cross-setup-xset-96-24.md?metric=Acc>): Higher is better; unit: PERCENT.

- [S](<https://www.sota2.com/research/sota/skeleton-action-recognition-on-ntu-rgb-plus-d-120-cross-setup-xset-96-24.md?metric=S>): Higher is better; unit: SCALAR.

- [U](<https://www.sota2.com/research/sota/skeleton-action-recognition-on-ntu-rgb-plus-d-120-cross-setup-xset-96-24.md?metric=U>): Higher is better; unit: SCALAR.

- [H](<https://www.sota2.com/research/sota/skeleton-action-recognition-on-ntu-rgb-plus-d-120-cross-setup-xset-96-24.md?metric=H>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Acc | Result date | Report paper |
| --- | --- | --- | --- |
| Neuron | 54 | Not recorded | 68fa75e01e209131cea6a654 |
| STAR | 44.1 | Not recorded | 68fa72da1e209131cea58e98 |
| STAR | 44.1 | Not recorded | 68fa75e01e209131cea6a654 |
| SMIE | 42.3 | Not recorded | 68fa72da1e209131cea58e98 |
| SMIE | 42.3 | Not recorded | 68fa75e01e209131cea6a654 |
| SynSE | 41.4 | Not recorded | 68fa72da1e209131cea58e98 |
| SynSE | 41.4 | Not recorded | 68fa75e01e209131cea6a654 |
| CADA-VAE | 38.7 | Not recorded | 68fa72da1e209131cea58e98 |
| CADA-VAE | 38.7 | Not recorded | 68fa75e01e209131cea6a654 |
| JPOSE | 38.5 | Not recorded | 68fa72da1e209131cea58e98 |
| JPoSE | 38.5 | Not recorded | 68fa75e01e209131cea6a654 |
| ReViSE | 13.5 | Not recorded | 68fa72da1e209131cea58e98 |
| ReViSE | 13.5 | Not recorded | 68fa75e01e209131cea6a654 |

### Neuron

Acc: 54. Result ID: 6993e9de3a6c314849196b48.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Implementation](<https://anonymous.4open.science/r/Neuron..>)

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

### STAR

Acc: 44.1. Result ID: 699282dc3a6c3148490f752b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

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

### STAR

Acc: 44.1. Result ID: 6993e9de3a6c314849196b47.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

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

### SMIE

Acc: 42.3. Result ID: 699282dc3a6c3148490f752a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71031e209131cea4e88a.md>)

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

### SMIE

Acc: 42.3. Result ID: 6993e9de3a6c314849196b46.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71031e209131cea4e88a.md>)

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

### SynSE

Acc: 41.4. Result ID: 699282dc3a6c3148490f7529.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a441e209131cea2726e.md>)

[Implementation](<https://github.com/skelemoa/synse-zsl>)

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

### SynSE

Acc: 41.4. Result ID: 6993e9de3a6c314849196b45.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a441e209131cea2726e.md>)

[Implementation](<https://github.com/skelemoa/synse-zsl>)

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

### CADA-VAE

Acc: 38.7. Result ID: 699282dc3a6c3148490f7528.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

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

### CADA-VAE

Acc: 38.7. Result ID: 6993e9de3a6c314849196b44.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

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

### JPOSE

Acc: 38.5. Result ID: 699282dc3a6c3148490f7527.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66391e209131cea0eefa.md>)

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

### JPoSE

Acc: 38.5. Result ID: 6993e9de3a6c314849196b43.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66391e209131cea0eefa.md>)

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

### ReViSE

Acc: 13.5. Result ID: 699282dc3a6c3148490f7526.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72da1e209131cea58e98.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63311e209131ce9fd422.md>)

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

### ReViSE

Acc: 13.5. Result ID: 6993e9de3a6c314849196b42.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75e01e209131cea6a654.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63311e209131ce9fd422.md>)

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

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