Startup success prediction on Founder Success (evaluation)
14.2PrecisionEmbeddings
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EmbeddingsApproach=Embeddings + XGBoost2025.05 | 14.2 | 2.7 | 6.9 | |
| RRFApproach=LLM + unit vote2025.05 | 10.9 | 8.2 | 10.2 | |
| Engineered MLApproach=Engineered features2025.05 | 10.5 | 7.6 | 8.6 | |
| LogReg (EN)Approach=Learned weights2025.05 | 8.9 | 7.7 | 8 | |
| o3Approach=Zero Shot2025.05 | 8.3 | 3.6 | 6.6 | |
| GPT-4o-miniApproach=Zero Shot2025.05 | 7.9 | 13.9 | 8.6 | |
| o3Approach=Few Shot2025.05 | 7.7 | 19.6 | 8.8 | |
| o3-miniApproach=Zero Shot2025.05 | 7 | 17.7 | 8 | |
| GPT-4o-miniApproach=Few Shot2025.05 | 6.5 | 31.6 | 7.7 | |
| o3-miniApproach=Few Shot2025.05 | 3.8 | 28.6 | 4.7 |