Future Prediction on Mixed Finance-Medical Dataset 1.0 (test)
97.8Top-5 auPRCTrackStar
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TrackStarModel size=OLMo-3-7B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 97.8 | 96.44 | 96.91 | 96.08 | 94.8 | 95.2 | 93.53 | 94.65 | |
| Embedding Similarity (E5-base-v2)Backbone=E5-base-v22026.04 | 97.72 | 95.71 | 97.64 | 96.19 | 96.62 | 95.58 | 95.37 | 94.77 | |
| RISEModel size=OLMo-3-7B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 97.67 | 98.38 | 95.82 | 97.36 | 89.56 | 93.86 | 84.39 | 91.5 | |
| BM252026.04 | 97.55 | 98.66 | 92.24 | 92.83 | 90.78 | 93.95 | 87.68 | 92.43 | |
| TrackStarModel size=OLMo-3-32B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 96.91 | 92.02 | 96.19 | 91.64 | 92.62 | 88.71 | 90.46 | 87.69 | |
| RISEModel size=OLMo-3-32B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 95.49 | 95.08 | 94.23 | 94.7 | 86.05 | 90.58 | 79.26 | 86.96 | |
| RapidInModel size=OLMo-3-7B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 89.33 | 73.34 | 89.85 | 82.15 | 90.19 | 89.95 | 87.76 | 89.74 | |
| ZO-InfModel size=OLMo-3-7B, Fine-tuning protocol=none, Pre-training status=pretrained2026.04 | 34.96 | 57.09 | 24.8 | 57.13 | 15.71 | 56.07 | 14.12 | 55.93 |