# Action Recognition on SS v2

Source: [Action Recognition on SS v2](<https://www.sota2.com/research/sota/action-recognition-on-ss-v2>)

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

Data updated: 2026-03-25T14:06:44.635Z

Evaluation of Action Recognition performance on the Something-Something V2 dataset, specifically reporting Top-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 | Action Recognition |
| Dataset (including any stated split) | SS v2 |
| Metric | Top-5 Accuracy |
| 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

- [Top-5 Accuracy](<https://www.sota2.com/research/sota/action-recognition-on-ss-v2.md?metric=Top-5%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-5 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Whole Dataset | 29 | Not recorded | 68fa78da1e209131cea7acab |
| K-Center | 4.5 | Not recorded | 68fa78da1e209131cea7acab |
| DM | 4.1 | Not recorded | 68fa78da1e209131cea7acab |
| PRISM | 4.1 | Not recorded | 68fa78da1e209131cea7acab |
| Wang et al. | 4 | Not recorded | 68fa78da1e209131cea7acab |
| PRISM | 3.9 | Not recorded | 68fa78da1e209131cea7acab |
| Wang et al. | 3.8 | Not recorded | 68fa78da1e209131cea7acab |
| Random | 3.6 | Not recorded | 68fa78da1e209131cea7acab |
| Herding | 3.6 | Not recorded | 68fa78da1e209131cea7acab |
| DM | 3.6 | Not recorded | 68fa78da1e209131cea7acab |
| Random | 3.1 | Not recorded | 68fa78da1e209131cea7acab |
| Herding | 2.8 | Not recorded | 68fa78da1e209131cea7acab |
| K-Center | 2.6 | Not recorded | 68fa78da1e209131cea7acab |

### Whole Dataset

Top-5 Accuracy: 29. Result ID: 69c3eafe47f34ce924ad9da9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

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

### K-Center

Top-5 Accuracy: 4.5. Result ID: 69c3eafe47f34ce924ad9d9f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa646b1e209131cea049c5.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### DM

Top-5 Accuracy: 4.1. Result ID: 69c3eafe47f34ce924ad9da0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e924.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### PRISM

Top-5 Accuracy: 4.1. Result ID: 69c3eafe47f34ce924ad9da2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### Wang et al.

Top-5 Accuracy: 4. Result ID: 69c3eafe47f34ce924ad9da7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72f41e209131cea598d3.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

### PRISM

Top-5 Accuracy: 3.9. Result ID: 69c3eafe47f34ce924ad9da8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

### Wang et al.

Top-5 Accuracy: 3.8. Result ID: 69c3eafe47f34ce924ad9da1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72f41e209131cea598d3.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### Random

Top-5 Accuracy: 3.6. Result ID: 69c3eafe47f34ce924ad9d9d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### Herding

Top-5 Accuracy: 3.6. Result ID: 69c3eafe47f34ce924ad9d9e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"5"}. This record does not assert independent reproduction.

### DM

Top-5 Accuracy: 3.6. Result ID: 69c3eafe47f34ce924ad9da6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e924.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

### Random

Top-5 Accuracy: 3.1. Result ID: 69c3eafe47f34ce924ad9da3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

### Herding

Top-5 Accuracy: 2.8. Result ID: 69c3eafe47f34ce924ad9da4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

### K-Center

Top-5 Accuracy: 2.6. Result ID: 69c3eafe47f34ce924ad9da5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78da1e209131cea7acab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa646b1e209131cea049c5.md>)

Recorded evaluation configuration: {"VPC":"1"}. This record does not assert independent reproduction.

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