Global Child Development Prediction on Global Child Development Average across regions (test)
73.4AUCPre-trained Encoder
Evaluation Results
| Method | Links | |
|---|---|---|
| Pre-trained EncoderNumber of target samples (N)=5002026.01 | 73.4 | |
| Gradient BoostingNumber of target samples (N)=5002026.01 | 71.9 | |
| FT-TransformerNumber of target samples (N)=5002026.01 | 71.1 | |
| Pre-trained EncoderNumber of target samples (N)=2002026.01 | 70.5 | |
| Pre-trained EncoderNumber of target samples (N)=1002026.01 | 68.3 | |
| Gradient BoostingNumber of target samples (N)=2002026.01 | 67.5 | |
| SAINTNumber of target samples (N)=5002026.01 | 67.1 | |
| FT-TransformerNumber of target samples (N)=2002026.01 | 66.6 | |
| Pre-trained EncoderNumber of target samples (N)=502026.01 | 65.2 | |
| SAINTNumber of target samples (N)=2002026.01 | 64.8 | |
| FT-TransformerNumber of target samples (N)=1002026.01 | 64.3 | |
| Gradient BoostingNumber of target samples (N)=1002026.01 | 63.5 | |
| TabNetNumber of target samples (N)=5002026.01 | 62 | |
| FT-TransformerNumber of target samples (N)=502026.01 | 61.4 | |
| SAINTNumber of target samples (N)=1002026.01 | 61.2 | |
| Gradient BoostingNumber of target samples (N)=502026.01 | 60.8 | |
| SAINTNumber of target samples (N)=502026.01 | 58 | |
| TabNetNumber of target samples (N)=2002026.01 | 57.5 | |
| TabNetNumber of target samples (N)=1002026.01 | 56.6 | |
| TabNetNumber of target samples (N)=502026.01 | 55.3 |