Price Directional Prediction on S&P 500 (held-out 2017)
57.9Directional AccuracyHindsight Preference Optimization (HPO)
Evaluation results
| Method | Links | |
|---|---|---|
| Hindsight Preference Optimization (HPO)Backbone=Qwen3-VL-4B, Evaluation Protocol=Hindsight DPO2026.04 | 57.9 | |
| Claude Sonnet 3.7Evaluation Protocol=zero-shot2026.04 | 56.1 | |
| Qwen3-VL-4BEvaluation Protocol=SFT (Stage 1)2026.04 | 53.3 | |
| Qwen3-VL-235BEvaluation Protocol=zero-shot2026.04 | 51.9 | |
| Qwen3-VL-4BEvaluation Protocol=zero-shot2026.04 | 50.7 |