# Video Classification on SS v2 (Acc. (%))

Source: [Video Classification on SS v2 (Acc. (%))](<https://www.sota2.com/research/sota/video-classification-on-ss-v2-acc-percent>)

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

Data updated: 2026-05-20T07:43:42.580Z

Evaluation of Video Classification performance on the Something-Something v2 (SS v2) dataset, measured using generic Accuracy percentage.

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 | Video Classification |
| Dataset (including any stated split) | SS v2 |
| Metric | 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

- [Accuracy (%)](<https://www.sota2.com/research/sota/video-classification-on-ss-v2-acc-percent.md?metric=Accuracy%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (%) | Result date | Report paper |
| --- | --- | --- | --- |
| RVM | 66.7 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| DINOv3 + GMMix | 66.4 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| V-JEPA | 66 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| VideoMAE | 62.7 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| RVM | 61.4 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| DINOv3 + GMMix | 60.7 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| 4DS-dist | 60.3 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| 4DS | 57.6 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| DINOv3-dist | 55.9 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| VideoMAE | 52.3 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| DINOv2-dist | 52.2 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| DINOv3-dist | 50.6 | Not recorded | 6a0d3ff4f984739ed67376a7 |
| 4DS | 49.6 | Not recorded | 6a0d3ff4f984739ed67376a7 |

### RVM

Accuracy (%): 66.7. Result ID: 6a0d6497fbc373592c05209c.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7e5456146936284fcf2.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Large"}. This record does not assert independent reproduction.

### DINOv3 + GMMix

Accuracy (%): 66.4. Result ID: 6a0d6497fbc373592c05209d.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

Recorded evaluation configuration: {"Pre-train":"Image","Scale":"Large"}. This record does not assert independent reproduction.

### V-JEPA

Accuracy (%): 66. Result ID: 6a0d6497fbc373592c05209a.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72e11e209131cea5926c.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Large"}. This record does not assert independent reproduction.

### VideoMAE

Accuracy (%): 62.7. Result ID: 6a0d6497fbc373592c052099.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6da81e209131cea3b2fd.md>)

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

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Large"}. This record does not assert independent reproduction.

### RVM

Accuracy (%): 61.4. Result ID: 6a0d6497fbc373592c0520a2.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7e5456146936284fcf2.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Base"}. This record does not assert independent reproduction.

### DINOv3 + GMMix

Accuracy (%): 60.7. Result ID: 6a0d6497fbc373592c0520a3.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

Recorded evaluation configuration: {"Pre-train":"Image","Scale":"Base"}. This record does not assert independent reproduction.

### 4DS-dist

Accuracy (%): 60.3. Result ID: 6a0d6497fbc373592c0520a1.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79f41e209131cea803fa.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Base"}. This record does not assert independent reproduction.

### 4DS

Accuracy (%): 57.6. Result ID: 6a0d6497fbc373592c05209b.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79f41e209131cea803fa.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Large"}. This record does not assert independent reproduction.

### DINOv3-dist

Accuracy (%): 55.9. Result ID: 6a0d6497fbc373592c052097.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a931e209131cea83fc5.md>)

Recorded evaluation configuration: {"Pre-train":"Image","Scale":"Large"}. This record does not assert independent reproduction.

### VideoMAE

Accuracy (%): 52.3. Result ID: 6a0d6497fbc373592c05209f.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6da81e209131cea3b2fd.md>)

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

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Base"}. This record does not assert independent reproduction.

### DINOv2-dist

Accuracy (%): 52.2. Result ID: 6a0d6497fbc373592c052098.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72181e209131cea546c3.md>)

[Implementation](<https://github.com/facebookresearch/dinov2>)

Recorded evaluation configuration: {"Pre-train":"Image","Scale":"Large"}. This record does not assert independent reproduction.

### DINOv3-dist

Accuracy (%): 50.6. Result ID: 6a0d6497fbc373592c05209e.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a931e209131cea83fc5.md>)

Recorded evaluation configuration: {"Pre-train":"Image","Scale":"Base"}. This record does not assert independent reproduction.

### 4DS

Accuracy (%): 49.6. Result ID: 6a0d6497fbc373592c0520a0.

[Reporting paper](<https://www.sota2.com/research/paper/6a0d3ff4f984739ed67376a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79f41e209131cea803fa.md>)

Recorded evaluation configuration: {"Pre-train":"Video","Scale":"Base"}. This record does not assert independent reproduction.

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