# Video Paragraph Generation on Charades Captions

Source: [Video Paragraph Generation on Charades Captions](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions>)

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

Data updated: 2026-02-26T05:37:17.423Z

Evaluation of video paragraph generation performance on the Charades Captions dataset, measured using metrics such as BLEU, METEOR, and CIDEr.

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 paragraph generation |
| Dataset (including any stated split) | Charades Captions |
| Metric | BLEU-4 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [BLEU-4](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=BLEU-4>): Higher is better; unit: SCALAR.

- [METEOR](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=METEOR>): Higher is better; unit: SCALAR.

- [CIDEr](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=CIDEr>): Higher is better; unit: SCALAR.

- [Score D@1](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=Score%20D%401>): Higher is better; unit: SCALAR.

- [Score D@2](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=Score%20D%402>): Higher is better; unit: SCALAR.

- [ROUGE-4](<https://www.sota2.com/research/sota/video-paragraph-generation-on-charades-captions.md?metric=ROUGE-4>): Higher is better; unit: SCALAR.

## Recorded results

| Method | BLEU-4 | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 20.34 | Not recorded | 68fa6a0d1e209131cea25cab |
| Vanilla | 19.19 | Not recorded | 68fa6a0d1e209131cea25cab |
| HRL | 18.8 | Not recorded | 68fa6a0d1e209131cea25cab |

### Ours

BLEU-4: 20.34. Result ID: 698e0602ffc3901de09a3928.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a0d1e209131cea25cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a0d1e209131cea25cab.md>)

[Implementation](<https://github.com/syuqings/video-paragraph>)

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

### Vanilla

BLEU-4: 19.19. Result ID: 698e0602ffc3901de09a3927.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a0d1e209131cea25cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a0d1e209131cea25cab.md>)

[Implementation](<https://github.com/syuqings/video-paragraph>)

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

### HRL

BLEU-4: 18.8. Result ID: 698e0602ffc3901de09a3926.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a0d1e209131cea25cab.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa642f1e209131cea034c8.md>)

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

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