# 3D/4D Video Question Answering on VSTI-Bench

Source: [3D/4D Video Question Answering on VSTI-Bench](<https://www.sota2.com/research/sota/3d-4d-video-question-answering-on-vsti-bench>)

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

Data updated: 2026-02-26T05:31:49.797Z

Evaluation of model performance on the VSTI-Bench dataset for 3D/4D Video Question Answering tasks, typically measured by accuracy.

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 | 3D/4D Video Question Answering |
| Dataset (including any stated split) | VSTI-Bench |
| Metric | Accuracy |
| Unit | PERCENT |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/3d-4d-video-question-answering-on-vsti-bench.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| 4D-RGPT-8B | 59.1 | Not recorded | 6948d086423ea42265729f78 |
| VLM-3R-7B | 58.8 | Not recorded | 6948d086423ea42265729f78 |
| NVILA-Lite-8B | 45.2 | Not recorded | 6948d086423ea42265729f78 |
| LLaVA-NeXT-Video-7B | 40 | Not recorded | 6948d086423ea42265729f78 |
| GPT-4o | 38.2 | Not recorded | 6948d086423ea42265729f78 |

### 4D-RGPT-8B

Accuracy: 59.1. Result ID: 69982c705698665ec4876674.

[Reporting paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

Recorded evaluation configuration: {"parameters":"8B"}. This record does not assert independent reproduction.

### VLM-3R-7B

Accuracy: 58.8. Result ID: 69982c705698665ec4876672.

[Reporting paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa790d1e209131cea7be1f.md>)

Recorded evaluation configuration: {"parameters":"7B"}. This record does not assert independent reproduction.

### NVILA-Lite-8B

Accuracy: 45.2. Result ID: 69982c705698665ec4876673.

[Reporting paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77481e209131cea723b2.md>)

Recorded evaluation configuration: {"parameters":"8B"}. This record does not assert independent reproduction.

### LLaVA-NeXT-Video-7B

Accuracy: 40. Result ID: 69982c705698665ec4876671.

[Reporting paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

Recorded evaluation configuration: {"parameters":"7B"}. This record does not assert independent reproduction.

### GPT-4o

Accuracy: 38.2. Result ID: 69982c705698665ec4876670.

[Reporting paper](<https://www.sota2.com/research/paper/6948d086423ea42265729f78.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a98.md>)

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

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