# Video Captioning on SMIT

Source: [Video Captioning on SMIT](<https://www.sota2.com/research/sota/video-captioning-on-smit>)

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

Data updated: 2026-02-26T05:38:22.517Z

Evaluation of Video Captioning performance on the SMIT dataset, typically measured using generation metrics like 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 Captioning |
| Dataset (including any stated split) | SMIT |
| Metric | CIDEr |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

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

## Recorded results

| Method | CIDEr | Result date | Report paper |
| --- | --- | --- | --- |
| PaLI-X | 43.5 | Not recorded | 68fa6f941e209131cea4665c |
| PaLI-X | 43.5 | Not recorded | 68fa70e51e209131cea4dbfe |
| PaLI-X | 42.5 | Not recorded | 68fa6f941e209131cea4665c |
| PaLI-3 | 39.6 | Not recorded | 68fa70e51e209131cea4dbfe |
| MV-GPT | 28.1 | Not recorded | 68fa6f941e209131cea4665c |

### PaLI-X

CIDEr: 43.5. Result ID: 6990cd4d3a6c3148490362b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

Recorded evaluation configuration: {"Number of frames":"16"}. This record does not assert independent reproduction.

### PaLI-X

CIDEr: 43.5. Result ID: 69914d243a6c314849072905.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

Recorded evaluation configuration: {"number of frames":"16"}. This record does not assert independent reproduction.

### PaLI-X

CIDEr: 42.5. Result ID: 6990cd4d3a6c3148490362b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

Recorded evaluation configuration: {"Number of frames":"8"}. This record does not assert independent reproduction.

### PaLI-3

CIDEr: 39.6. Result ID: 69914d243a6c314849072906.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

Recorded evaluation configuration: {"number of frames":"16"}. This record does not assert independent reproduction.

### MV-GPT

CIDEr: 28.1. Result ID: 6990cd4d3a6c3148490362b0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c821e209131cea34698.md>)

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

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