# AIGC Video Quality Assessment on LGVQ

Source: [AIGC Video Quality Assessment on LGVQ](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq>)

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

Data updated: 2026-04-21T09:45:26.049Z

Evaluation of AIGC Video Quality Assessment performance using the LGVQ dataset, covering spatial, temporal, and alignment metrics (SRCC, PLCC, KRCC).

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 | AIGC Video Quality Assessment |
| Dataset (including any stated split) | LGVQ |
| Metric | Spatial SRCC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 15 of 15 |
| 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

- [Spatial SRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Spatial%20SRCC>): Higher is better; unit: SCALAR.

- [Spatial PLCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Spatial%20PLCC>): Higher is better; unit: SCALAR.

- [Spatial KRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Spatial%20KRCC>): Higher is better; unit: SCALAR.

- [Temporal SRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Temporal%20SRCC>): Higher is better; unit: SCALAR.

- [Temporal PLCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Temporal%20PLCC>): Higher is better; unit: SCALAR.

- [Temporal KRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Temporal%20KRCC>): Higher is better; unit: SCALAR.

- [Alignment SRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Alignment%20SRCC>): Higher is better; unit: SCALAR.

- [Alignment PLCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Alignment%20PLCC>): Higher is better; unit: SCALAR.

- [Alignment KRCC](<https://www.sota2.com/research/sota/aigc-video-quality-assessment-on-lgvq.md?metric=Alignment%20KRCC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Spatial SRCC | Result date | Report paper |
| --- | --- | --- | --- |
| RefVQA | 0.764 | Not recorded | 69e704c47d0172140ec7ef0b |
| UGVQ | 0.759 | Not recorded | 69e704c47d0172140ec7ef0b |
| LIQE | 0.721 | Not recorded | 69e704c47d0172140ec7ef0b |
| UNIQUE | 0.716 | Not recorded | 69e704c47d0172140ec7ef0b |
| StairIQA | 0.701 | Not recorded | 69e704c47d0172140ec7ef0b |
| CLIP-IQA | 0.684 | Not recorded | 69e704c47d0172140ec7ef0b |
| MUSIQ | 0.669 | Not recorded | 69e704c47d0172140ec7ef0b |

### RefVQA

Spatial SRCC: 0.764. Result ID: 69e7464547f34ce924cde7df.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

Recorded evaluation configuration: {"Year":"-"}. This record does not assert independent reproduction.

### UGVQ

Spatial SRCC: 0.759. Result ID: 69e7464547f34ce924cde7d6.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76691e209131cea6cc7d.md>)

Recorded evaluation configuration: {"Year":"TOMM 25"}. This record does not assert independent reproduction.

### LIQE

Spatial SRCC: 0.721. Result ID: 69e7464547f34ce924cde7d5.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ede1e209131cea427db.md>)

[Implementation](<https://github.com/zwx8981/LIQE>)

Recorded evaluation configuration: {"Year":"CVPR 23"}. This record does not assert independent reproduction.

### UNIQUE

Spatial SRCC: 0.716. Result ID: 69e7464547f34ce924cde7d2.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ac1e209131cea2341d.md>)

Recorded evaluation configuration: {"Year":"TIP 21"}. This record does not assert independent reproduction.

### StairIQA

Spatial SRCC: 0.701. Result ID: 69e7464547f34ce924cde7d3.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f251e209131cea44055.md>)

Recorded evaluation configuration: {"Year":"JSTSP 23"}. This record does not assert independent reproduction.

### CLIP-IQA

Spatial SRCC: 0.684. Result ID: 69e7464547f34ce924cde7d4.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dfd1e209131cea3d39b.md>)

[Implementation](<https://github.com/IceClear/CLIP-IQA>)

Recorded evaluation configuration: {"Year":"AAAI 23"}. This record does not assert independent reproduction.

### MUSIQ

Spatial SRCC: 0.669. Result ID: 69e7464547f34ce924cde7d1.

[Reporting paper](<https://www.sota2.com/research/paper/69e704c47d0172140ec7ef0b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a921e209131cea28fa7.md>)

[Implementation](<https://github.com/google-research/google-research/tree/master/musiq>)

Recorded evaluation configuration: {"Year":"ICCV 21"}. This record does not assert independent reproduction.

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