# Movie Retrieval on LSMDC 2016 (test)

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

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

Data updated: 2026-02-26T05:59:21.940Z

Evaluation of Movie Retrieval performance on the test split of the LSMDC 2016 dataset, measured using Rank-based metrics (R@K, Median Rank).

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 Retrieval |
| Dataset (including any stated split) | LSMDC 2016 (test) |
| Metric | R@1 |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 13 of 13 |
| 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

- [R@1](<https://www.sota2.com/research/sota/movie-retrieval-on-lsmdc-2016-test.md?metric=R%401>): Lower is better; unit: SCALAR.

- [R@5](<https://www.sota2.com/research/sota/movie-retrieval-on-lsmdc-2016-test.md?metric=R%405>): Lower is better; unit: SCALAR.

- [R@10](<https://www.sota2.com/research/sota/movie-retrieval-on-lsmdc-2016-test.md?metric=R%4010>): Lower is better; unit: SCALAR.

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

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| SA-G+SA-FC7 | 3 | Not recorded | 68fa63811e209131ce9ff019 |
| LSTM+SA-FC7 | 3.3 | Not recorded | 68fa63811e209131ce9ff019 |
| SNUVL | 3.6 | Not recorded | 68fa63811e209131ce9ff019 |
| Yu et al. | 3.6 | Not recorded | 68fa63831e209131ce9ff16c |
| SNUVL | 3.8 | Not recorded | 68fa63811e209131ce9ff019 |
| C+LSTM+SA-FC7 | 4.3 | Not recorded | 68fa63811e209131ce9ff019 |
| Base-SAN | 4.3 | Not recorded | 68fa63811e209131ce9ff019 |
| Base-SAN | 4.4 | Not recorded | 68fa63811e209131ce9ff019 |
| CT-SAN | 4.5 | Not recorded | 68fa63811e209131ce9ff019 |
| EITanque | 4.7 | Not recorded | 68fa63811e209131ce9ff019 |
| Levi et al. | 4.7 | Not recorded | 68fa63831e209131ce9ff16c |
| CT-SAN | 5.1 | Not recorded | 68fa63811e209131ce9ff019 |
| Our baseline | 7.3 | Not recorded | 68fa63831e209131ce9ff16c |

### SA-G+SA-FC7

R@1: 3. Result ID: 698bf64bf729bc7f68e6e9bf.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62bc1e209131ce9fafab.md>)

[Implementation](<https://sites.google.com/site/describingmovies>)

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

### LSTM+SA-FC7

R@1: 3.3. Result ID: 698bf64bf729bc7f68e6e9c0.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62bc1e209131ce9fafab.md>)

[Implementation](<https://sites.google.com/site/describingmovies>)

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

### SNUVL

R@1: 3.6. Result ID: 698bf64bf729bc7f68e6e9c6.

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

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### Yu et al.

R@1: 3.6. Result ID: 698c749537894ef7d9ce8330.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63831e209131ce9ff16c.md>)

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

### SNUVL

R@1: 3.8. Result ID: 698bf64bf729bc7f68e6e9c4.

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

Recorded evaluation configuration: {"Type":"Single"}. This record does not assert independent reproduction.

### C+LSTM+SA-FC7

R@1: 4.3. Result ID: 698bf64bf729bc7f68e6e9c1.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa62bc1e209131ce9fafab.md>)

[Implementation](<https://sites.google.com/site/describingmovies>)

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

### Base-SAN

R@1: 4.3. Result ID: 698bf64bf729bc7f68e6e9c2.

[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: {"Type":"Single"}. This record does not assert independent reproduction.

### Base-SAN

R@1: 4.4. Result ID: 698bf64bf729bc7f68e6e9c3.

[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: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### CT-SAN

R@1: 4.5. Result ID: 698bf64bf729bc7f68e6e9c7.

[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: {"Type":"Single"}. This record does not assert independent reproduction.

### EITanque

R@1: 4.7. Result ID: 698bf64bf729bc7f68e6e9c5.

[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.

### Levi et al.

R@1: 4.7. Result ID: 698c749537894ef7d9ce8331.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63831e209131ce9ff16c.md>)

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

### CT-SAN

R@1: 5.1. Result ID: 698bf64bf729bc7f68e6e9c8.

[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: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### Our baseline

R@1: 7.3. Result ID: 698c749537894ef7d9ce8332.

[Reporting paper](<https://www.sota2.com/research/paper/68fa63831e209131ce9ff16c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63831e209131ce9ff16c.md>)

Recorded evaluation configuration: {"Features":"Action Descriptors","Model":"Simple CCA"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
