# Web Browsing and Navigation (Chinese) on BrowseComp-ZH

Source: [Web Browsing and Navigation (Chinese) on BrowseComp-ZH](<https://www.sota2.com/research/sota/web-browsing-and-navigation-chinese-on-browsecomp-zh>)

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

Data updated: 2026-04-23T08:33:20.232Z

Evaluation of agent performance on the BrowseComp-ZH dataset for the Web Browsing and Navigation (Chinese) task, measured by avg@3.

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 | Web Browsing and Navigation (Chinese) |
| Dataset (including any stated split) | BrowseComp-ZH |
| Metric | Avg@3 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [Avg@3](<https://www.sota2.com/research/sota/web-browsing-and-navigation-chinese-on-browsecomp-zh.md?metric=Avg%403>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Avg@3 | Result date | Report paper |
| --- | --- | --- | --- |
| OpenAI-GPT-5-high | 65 | Not recorded | 691bfdce6750be83fe5cea20 |
| OpenAI-o3 | 58.1 | Not recorded | 691bfdce6750be83fe5cea20 |
| MiroThinker-v1.0-72B | 55.6 | Not recorded | 691bfdce6750be83fe5cea20 |
| GLM-4.6 | 49.5 | Not recorded | 691bfdce6750be83fe5cea20 |
| DeepSeek-V3.1 | 49.2 | Not recorded | 691bfdce6750be83fe5cea20 |
| Minimax-M2 | 48.5 | Not recorded | 691bfdce6750be83fe5cea20 |
| DeepSeek-V3.2 | 47.9 | Not recorded | 691bfdce6750be83fe5cea20 |
| MiroThinker-v1.0-30B | 47.8 | Not recorded | 691bfdce6750be83fe5cea20 |
| Tongyi-DeepResearch-30B | 46.7 | Not recorded | 691bfdce6750be83fe5cea20 |
| OpenAI DeepResearch | 42.9 | Not recorded | 691bfdce6750be83fe5cea20 |
| Claude-4.5-Sonnet | 40.8 | Not recorded | 691bfdce6750be83fe5cea20 |
| MiroThinker-v1.0-8B | 40.2 | Not recorded | 691bfdce6750be83fe5cea20 |
| DeepMiner-32B-RL | 40.1 | Not recorded | 691bfdce6750be83fe5cea20 |
| WebExplorer-8B-RL | 32 | Not recorded | 691bfdce6750be83fe5cea20 |
| Claude-4-Sonnet | 29.1 | Not recorded | 691bfdce6750be83fe5cea20 |
| Kimi-K2-0905 | 22.2 | Not recorded | 691bfdce6750be83fe5cea20 |

### OpenAI-GPT-5-high

Avg@3: 65. Result ID: 69e9d94747f34ce924d10053.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### OpenAI-o3

Avg@3: 58.1. Result ID: 69e9d94747f34ce924d10052.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### MiroThinker-v1.0-72B

Avg@3: 55.6. Result ID: 69e9d94747f34ce924d1005a.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Implementation](<https://github.com/MiroMindAI/MiroThinker>)

Recorded evaluation configuration: {"Parameters":"72B"}. This record does not assert independent reproduction.

### GLM-4.6

Avg@3: 49.5. Result ID: 69e9d94747f34ce924d1004b.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a891e209131cea83c41.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### DeepSeek-V3.1

Avg@3: 49.2. Result ID: 69e9d94747f34ce924d1004d.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77001e209131cea7066a.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### Minimax-M2

Avg@3: 48.5. Result ID: 69e9d94747f34ce924d1004c.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### DeepSeek-V3.2

Avg@3: 47.9. Result ID: 69e9d94747f34ce924d1004e.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77001e209131cea7066a.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### MiroThinker-v1.0-30B

Avg@3: 47.8. Result ID: 69e9d94747f34ce924d10059.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Implementation](<https://github.com/MiroMindAI/MiroThinker>)

Recorded evaluation configuration: {"Parameters":"30B"}. This record does not assert independent reproduction.

### Tongyi-DeepResearch-30B

Avg@3: 46.7. Result ID: 69e9d94747f34ce924d10057.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69019f853ef7ccd74e5e3b7f.md>)

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

### OpenAI DeepResearch

Avg@3: 42.9. Result ID: 69e9d94747f34ce924d10054.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

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

### Claude-4.5-Sonnet

Avg@3: 40.8. Result ID: 69e9d94747f34ce924d10051.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### MiroThinker-v1.0-8B

Avg@3: 40.2. Result ID: 69e9d94747f34ce924d10058.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Implementation](<https://github.com/MiroMindAI/MiroThinker>)

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

### DeepMiner-32B-RL

Avg@3: 40.1. Result ID: 69e9d94747f34ce924d10056.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c071e209131cea8bfba.md>)

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

### WebExplorer-8B-RL

Avg@3: 32. Result ID: 69e9d94747f34ce924d10055.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba71e209131cea89abb.md>)

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

### Claude-4-Sonnet

Avg@3: 29.1. Result ID: 69e9d94747f34ce924d10050.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

### Kimi-K2-0905

Avg@3: 22.2. Result ID: 69e9d94747f34ce924d1004f.

[Reporting paper](<https://www.sota2.com/research/paper/691bfdce6750be83fe5cea20.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a4a1e209131cea823a1.md>)

Recorded evaluation configuration: {"Type":"Foundation Models with Tools"}. This record does not assert independent reproduction.

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