# Video Streaming Conversation on StreamingMultiturnBench

Source: [Video Streaming Conversation on StreamingMultiturnBench](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench>)

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

Data updated: 2026-03-27T16:49:03.778Z

Evaluation of conversational capabilities within a video streaming context using the StreamingMultiturnBench dataset, assessing metrics like Accuracy, Completeness, Relevance, Naturalness, and Proactivity.

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 Streaming Conversation |
| Dataset (including any stated split) | StreamingMultiturnBench |
| 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/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Completeness](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Completeness>): Higher is better; unit: PERCENT.

- [Relevance](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Relevance>): Higher is better; unit: PERCENT.

- [Naturalness](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Naturalness>): Higher is better; unit: PERCENT.

- [Proactivity](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Proactivity>): Higher is better; unit: PERCENT.

- [Average Score](<https://www.sota2.com/research/sota/video-streaming-conversation-on-streamingmultiturnbench.md?metric=Average%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Ming-Flash-Omni | 71.23 | Not recorded | 6902f0f23ef7ccd74e5e4274 |
| Gemini-2.5-Pro | 68.03 | Not recorded | 6902f0f23ef7ccd74e5e4274 |
| Qwen3-Omni | 60.91 | Not recorded | 6902f0f23ef7ccd74e5e4274 |
| Qwen2.5-Omni | 54.03 | Not recorded | 6902f0f23ef7ccd74e5e4274 |
| Ming-Lite-Omni | 44.63 | Not recorded | 6902f0f23ef7ccd74e5e4274 |

### Ming-Flash-Omni

Accuracy: 71.23. Result ID: 69c6b48c47f34ce924b11a05.

[Reporting paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

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

### Gemini-2.5-Pro

Accuracy: 68.03. Result ID: 69c6b48c47f34ce924b11a04.

[Reporting paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

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

### Qwen3-Omni

Accuracy: 60.91. Result ID: 69c6b48c47f34ce924b11a03.

[Reporting paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

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

### Qwen2.5-Omni

Accuracy: 54.03. Result ID: 69c6b48c47f34ce924b11a02.

[Reporting paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77a21e209131cea7482c.md>)

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

### Ming-Lite-Omni

Accuracy: 44.63. Result ID: 69c6b48c47f34ce924b11a01.

[Reporting paper](<https://www.sota2.com/research/paper/6902f0f23ef7ccd74e5e4274.md>)

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

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