VBench Temporal Style — ViCLIP text-video alignment (style focus).

Identical logic to overall_consistency — same ViCLIP cosine similarity. The difference is semantic: overall_consistency measures general prompt alignment while temporal_style measures style consistency over time. VBench uses different prompts for each from its metadata JSON.

`fastvideo.eval.metrics.vbench.temporal_style.metric.register`

register(name: str)

Decorator to register a metric class.

Usage::

@register("ssim")
class SSIMMetric(BaseMetric):
    ...

`fastvideo.eval.metrics.vbench.temporal_style.metric.OverallConsistencyMetric`

OverallConsistencyMetric()

`fastvideo.eval.metrics.vbench.temporal_style.metric.OverallConsistencyMetric.to`

to(device)

`fastvideo.eval.metrics.vbench.temporal_style.metric.OverallConsistencyMetric.setup`

setup() -> None

`fastvideo.eval.metrics.vbench.temporal_style.metric.OverallConsistencyMetric.compute`

compute(sample: dict) -> MetricResult

`fastvideo.eval.metrics.vbench.temporal_style.metric.TemporalStyleMetric`

TemporalStyleMetric()

Source

@register("vbench.temporal_style")
class TemporalStyleMetric(OverallConsistencyMetric):
    name = "vbench.temporal_style"