# Personality Assessment on AVI Challenge 2026 (test)

Source: [Personality Assessment on AVI Challenge 2026 (test)](<https://www.sota2.com/research/sota/personality-assessment-on-avi-challenge-2026-test>)

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

Data updated: 2026-06-11T09:18:56.001Z

Evaluation of model performance on the test split of the AVI Challenge 2026 dataset for Personality Assessment, reporting metrics such as Mean Squared Error (MSE).

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 | Personality Assessment |
| Dataset (including any stated split) | AVI Challenge 2026 (test) |
| Metric | MSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [MSE](<https://www.sota2.com/research/sota/personality-assessment-on-avi-challenge-2026-test.md?metric=MSE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | MSE | Result date | Report paper |
| --- | --- | --- | --- |
| avi\_team | 0.27767 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| visionxl | 0.27768 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| hitszly | 0.27796 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| zcst\_avi\_team | 0.31035 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| xiaomaomi | 0.3229 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| CASIA-AVI Team | 0.32459 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| deleted\_user\_64974 | 0.33578 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| yuyu7879 | 0.33648 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| saunak | 0.33703 | Not recorded | 6a2a40e9d33dfb23e7839174 |
| coderz | 0.34231 | Not recorded | 6a2a40e9d33dfb23e7839174 |

### avi\_team

MSE: 0.27767. Result ID: 6a2a7d7afbc373592c27e49d.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"730232","Rank":"1st"}. This record does not assert independent reproduction.

### visionxl

MSE: 0.27768. Result ID: 6a2a7d7afbc373592c27e49e.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"730237","Rank":"2nd"}. This record does not assert independent reproduction.

### hitszly

MSE: 0.27796. Result ID: 6a2a7d7afbc373592c27e49f.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"729621","Rank":"3rd"}. This record does not assert independent reproduction.

### zcst\_avi\_team

MSE: 0.31035. Result ID: 6a2a7d7afbc373592c27e4a0.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"730202","Rank":"4th"}. This record does not assert independent reproduction.

### xiaomaomi

MSE: 0.3229. Result ID: 6a2a7d7afbc373592c27e4a1.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"730144","Rank":"5th"}. This record does not assert independent reproduction.

### CASIA-AVI Team

MSE: 0.32459. Result ID: 6a2a7d7afbc373592c27e4a2.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"729357","Rank":"6th"}. This record does not assert independent reproduction.

### deleted\_user\_64974

MSE: 0.33578. Result ID: 6a2a7d7afbc373592c27e4a3.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"723319","Rank":"7th"}. This record does not assert independent reproduction.

### yuyu7879

MSE: 0.33648. Result ID: 6a2a7d7afbc373592c27e4a4.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"725854","Rank":"8th"}. This record does not assert independent reproduction.

### saunak

MSE: 0.33703. Result ID: 6a2a7d7afbc373592c27e4a5.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"718648","Rank":"9th"}. This record does not assert independent reproduction.

### coderz

MSE: 0.34231. Result ID: 6a2a7d7afbc373592c27e4a6.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a40e9d33dfb23e7839174.md>)

Recorded evaluation configuration: {"Submission ID":"718643","Rank":"10th"}. This record does not assert independent reproduction.

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