Demographic classification on Lee and Velez n=1,000 (test)
90.4AccuracyGemini 3 Flash
Evaluation results
| Method | Links | |
|---|---|---|
| Gemini 3 FlashInput Information=full name + city2026.01 | 90.4 | |
| Hybrid (image+name)2026.01 | 88.8 | |
| GPT-4oInput Information=full name + city2026.01 | 88.3 | |
| fBISG2026.01 | 85.4 | |
| BISG2026.01 | 84.5 | |
| GPT-4oInput Information=full name only2026.01 | 83 | |
| GLM-4.7Input Information=full name + city2026.01 | 82.8 | |
| DeepSeek v3.2Input Information=full name + city2026.01 | 82.6 | |
| Surname-only2026.01 | 81.9 | |
| Gemini 3 FlashInput Information=full name only2026.01 | 81.4 | |
| GLM-4.7-FlashInput Information=full name only2026.01 | 80.5 | |
| GLM-4.7Input Information=full name only2026.01 | 76.4 | |
| DeepSeek v3.2Input Information=full name only2026.01 | 72.9 | |
| GLM-4.7-FlashInput Information=full name + city2026.01 | 60 |