# Video Instance Parsing on VIP

Source: [Video Instance Parsing on VIP](<https://www.sota2.com/research/sota/video-instance-parsing-on-vip>)

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

Data updated: 2026-02-26T06:10:47.000Z

Evaluation of Video Instance Parsing performance on the VIP dataset, measured using mIoU.

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 Instance Parsing |
| Dataset (including any stated split) | VIP |
| Metric | mIoU |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [mIoU](<https://www.sota2.com/research/sota/video-instance-parsing-on-vip.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| SiamMAE-B | 38.4 | Not recorded | 6940e7e5456146936284fcf2 |
| SiamMAE-S | 37.3 | Not recorded | 6940e7e5456146936284fcf2 |
| RVM-S | 35.9 | Not recorded | 6940e7e5456146936284fcf2 |
| RVM-B | 35.8 | Not recorded | 6940e7e5456146936284fcf2 |
| VideoMAE-B | 19.6 | Not recorded | 6940e7e5456146936284fcf2 |
| 4DS-B | 18.1 | Not recorded | 6940e7e5456146936284fcf2 |

### SiamMAE-B

mIoU: 38.4. Result ID: 699ab2125698665ec43fa282.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6a1e209131cea456e3.md>)

Recorded evaluation configuration: {"Size(M)":"85"}. This record does not assert independent reproduction.

### SiamMAE-S

mIoU: 37.3. Result ID: 699ab2125698665ec43fa280.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6a1e209131cea456e3.md>)

Recorded evaluation configuration: {"Size(M)":"27"}. This record does not assert independent reproduction.

### RVM-S

mIoU: 35.9. Result ID: 699ab2125698665ec43fa281.

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

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

Recorded evaluation configuration: {"Size(M)":"34"}. This record does not assert independent reproduction.

### RVM-B

mIoU: 35.8. Result ID: 699ab2125698665ec43fa284.

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

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

Recorded evaluation configuration: {"Size(M)":"117"}. This record does not assert independent reproduction.

### VideoMAE-B

mIoU: 19.6. Result ID: 699ab2125698665ec43fa283.

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

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

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

Recorded evaluation configuration: {"Size(M)":"87"}. This record does not assert independent reproduction.

### 4DS-B

mIoU: 18.1. Result ID: 699ab2125698665ec43fa285.

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

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

Recorded evaluation configuration: {"Size(M)":"91","config":"dist from e"}. This record does not assert independent reproduction.

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