# Action Recognition on BABEL 100% OR

Source: [Action Recognition on BABEL 100% OR](<https://www.sota2.com/research/sota/action-recognition-on-babel-100-percent-or>)

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

Data updated: 2026-05-01T08:13:21.557Z

Evaluation of video action recognition performance using the BABEL 100% OR configuration.

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 | Action Recognition |
| Dataset (including any stated split) | BABEL 100% OR |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 14 of 14 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/action-recognition-on-babel-100-percent-or.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SASI + ProtoGCN | 59.65 | Not recorded | 69f433b955a3c32af89fd2a4 |
| SASI + CTR-GCN | 59.1 | Not recorded | 69f433b955a3c32af89fd2a4 |
| SASI + BlockGCN | 59.1 | Not recorded | 69f433b955a3c32af89fd2a4 |
| BlockGCN | 58.82 | Not recorded | 69f433b955a3c32af89fd2a4 |
| CTR-GCN | 58.17 | Not recorded | 69f433b955a3c32af89fd2a4 |
| DeGCN | 58.08 | Not recorded | 69f433b955a3c32af89fd2a4 |
| ProtoGCN | 58.08 | Not recorded | 69f433b955a3c32af89fd2a4 |
| Mixformer | 57.98 | Not recorded | 69f433b955a3c32af89fd2a4 |
| ST-GCN | 57.71 | Not recorded | 69f433b955a3c32af89fd2a4 |
| Shift-GCN | 57.53 | Not recorded | 69f433b955a3c32af89fd2a4 |
| GAP + CTR-GCN | 56.53 | Not recorded | 69f433b955a3c32af89fd2a4 |
| Skateformer | 56.33 | Not recorded | 69f433b955a3c32af89fd2a4 |
| InfoGCN++ | 55.96 | Not recorded | 69f433b955a3c32af89fd2a4 |
| 2s-AGCN | 52.08 | Not recorded | 69f433b955a3c32af89fd2a4 |

### SASI + ProtoGCN

Accuracy: 59.65. Result ID: 69f45fc447f34ce924da306a.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton + text","Param.":"55.56M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### SASI + CTR-GCN

Accuracy: 59.1. Result ID: 69f45fc447f34ce924da3068.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton + text","Param.":"56.60M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### SASI + BlockGCN

Accuracy: 59.1. Result ID: 69f45fc447f34ce924da3069.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton + text","Param.":"56.99M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### BlockGCN

Accuracy: 58.82. Result ID: 69f45fc447f34ce924da3063.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"CVPR 2024","Param.":"1.89M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### CTR-GCN

Accuracy: 58.17. Result ID: 69f45fc447f34ce924da3060.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a981e209131cea2935b.md>)

[Implementation](<https://github.com/Uason-Chen/CTR-GCN>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"ICCV 2021","Param.":"1.49M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### DeGCN

Accuracy: 58.08. Result ID: 69f45fc447f34ce924da3065.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"TIP 2024","Param.":"1.53M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### ProtoGCN

Accuracy: 58.08. Result ID: 69f45fc447f34ce924da3066.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa777e1e209131cea738c7.md>)

[Implementation](<https://github.com/firework8/ProtoGCN>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"CVPR 2025","Param.":"4.30M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### Mixformer

Accuracy: 57.98. Result ID: 69f45fc447f34ce924da3061.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"MM 2023","Param.":"3.85M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### ST-GCN

Accuracy: 57.71. Result ID: 69f45fc447f34ce924da305d.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63f21e209131cea01b83.md>)

[Implementation](<https://github.com/yysijie/st-gcn>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"AAAI 2018","Param.":"3.17M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### Shift-GCN

Accuracy: 57.53. Result ID: 69f45fc447f34ce924da305f.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"CVPR 2020","Param.":"0.81M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### GAP + CTR-GCN

Accuracy: 56.53. Result ID: 69f45fc447f34ce924da3067.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70821e209131cea4b9c3.md>)

[Implementation](<https://github.com/MartinXM/GAP>)

Recorded evaluation configuration: {"Modality":"Skeleton + text","Publication":"ICCV 2023","Param.":"2.18M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### Skateformer

Accuracy: 56.33. Result ID: 69f45fc447f34ce924da3064.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74211e209131cea5fd77.md>)

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

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"ECCV 2024","Param.":"3.33M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### InfoGCN++

Accuracy: 55.96. Result ID: 69f45fc447f34ce924da3062.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75581e209131cea6751e.md>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"TPAMI 2024","Param.":"0.72M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

### 2s-AGCN

Accuracy: 52.08. Result ID: 69f45fc447f34ce924da305e.

[Reporting paper](<https://www.sota2.com/research/paper/69f433b955a3c32af89fd2a4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65fa1e209131cea0d9f3.md>)

[Implementation](<https://github.com/lshiwjx/2s-AGCN>)

Recorded evaluation configuration: {"Modality":"Skeleton","Publication":"CVPR 2019","Param.":"3.54M","Training Protocol":"Separately Trained on each OR (%)"}. This record does not assert independent reproduction.

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