Demographic Distribution Prediction on Nepal Census
19.2Chhetri Error RateGPT-4o
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GPT-4oSample size (n)=500-1,0002026.01 | 19.2 | 15.8 | 6.4 | 8.2 | 5.4 | 6.2 | 4.8 | 5.6 | 3.4 | 2.8 | 1.2 | 1.3 | 1.3 | |
| Gemini 3 FlashSample size (n)=500-1,0002026.01 | 20.8 | 16.2 | 6.1 | 7.6 | 6.1 | 5.7 | 6.2 | 3.6 | 3.2 | 2.3 | 1.5 | 1.3 | 1.3 | |
| DeepSeek v3.2Sample size (n)=500-1,0002026.01 | 22.2 | 11.7 | 5.9 | 7.6 | 4.7 | 6.4 | 5.2 | 15.3 | 4.7 | 6.3 | 1.3 | 2.7 | 1.3 | |
| GLM-4.7Sample size (n)=500-1,0002026.01 | 31.7 | 13.8 | 12.5 | 2.2 | 4 | 2.4 | 3.8 | 10 | 4.1 | 2.4 | 1.2 | 3.7 | 1.3 | |
| GLM-4.7-FlashSample size (n)=500-1,0002026.01 | 64 | 17.6 | 3.5 | 0.9 | 0.1 | 0 | 0.8 | 7.5 | 3.4 | 0.2 | 0.9 | 7.6 | 1.3 |