# Movie Description on LSMDC 2016 (public test)

Source: [Movie Description on LSMDC 2016 (public test)](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test>)

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

Data updated: 2026-02-26T05:37:11.490Z

Evaluation of movie description (captioning) performance on the public test split of the LSMDC 2016 dataset, measured using BLEU, METEOR, and ROUGE variants.

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 | Movie Description |
| Dataset (including any stated split) | LSMDC 2016 (public test) |
| Metric | BLEU-1 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-1](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=BLEU-1>): Higher is better; unit: SCALAR.

- [BLEU-2](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=BLEU-2>): Higher is better; unit: SCALAR.

- [BLEU-3](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=BLEU-3>): Higher is better; unit: SCALAR.

- [BLEU-4](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=BLEU-4>): Higher is better; unit: SCALAR.

- [METEOR](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=METEOR>): Higher is better; unit: SCALAR.

- [ROUGE Score](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=ROUGE%20Score>): Higher is better; unit: SCALAR.

- [CIDEr Score](<https://www.sota2.com/research/sota/movie-description-on-lsmdc-2016-public-test.md?metric=CIDEr%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | BLEU-1 | Result date | Report paper |
| --- | --- | --- | --- |
| S2VT | 0.162 | Not recorded | 68fa63811e209131ce9ff019 |
| SNUVL | 0.157 | Not recorded | 68fa63811e209131ce9ff019 |
| sophieag | 0.151 | Not recorded | 68fa63811e209131ce9ff019 |
| EITanque | 0.144 | Not recorded | 68fa63811e209131ce9ff019 |
| CT-SAN | 0.135 | Not recorded | 68fa63811e209131ce9ff019 |
| Base-SAN | 0.123 | Not recorded | 68fa63811e209131ce9ff019 |
| rakshithShetty | 0.119 | Not recorded | 68fa63811e209131ce9ff019 |
| ayush11011995 | 0.116 | Not recorded | 68fa63811e209131ce9ff019 |
| Aalto | 0.07 | Not recorded | 68fa63811e209131ce9ff019 |

### S2VT

BLEU-1: 0.162. Result ID: 698bf64bf729bc7f68e6e9a3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa622b1e209131ce9f7d97.md>)

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

### SNUVL

BLEU-1: 0.157. Result ID: 698bf64bf729bc7f68e6e9a4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

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

### sophieag

BLEU-1: 0.151. Result ID: 698bf64bf729bc7f68e6e9a5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

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

### EITanque

BLEU-1: 0.144. Result ID: 698bf64bf729bc7f68e6e9a2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fdf18.md>)

[Implementation](<https://www.sota2.com/github.com/dot27/temporal-tessellation>)

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

### CT-SAN

BLEU-1: 0.135. Result ID: 698bf64bf729bc7f68e6e9aa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Implementation](<http://vision.snu.ac.kr/projects/lsmdc-2016>)

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

### Base-SAN

BLEU-1: 0.123. Result ID: 698bf64bf729bc7f68e6e9a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

[Implementation](<http://vision.snu.ac.kr/projects/lsmdc-2016>)

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

### rakshithShetty

BLEU-1: 0.119. Result ID: 698bf64bf729bc7f68e6e9a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

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

### ayush11011995

BLEU-1: 0.116. Result ID: 698bf64bf729bc7f68e6e9a6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

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

### Aalto

BLEU-1: 0.07. Result ID: 698bf64bf729bc7f68e6e9a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63811e209131ce9ff019.md>)

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

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