| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Finance 30 days | TimeClaw | 3-way Accuracy60.2 | 18 | 21d ago | |
| Finance 7 days | TimeClaw | 3-way Accuracy70.4 | 18 | 21d ago | |
| Weather | Pre.25.17 | 11 | 21d ago | ||
| MTBench Weather (Long) | MoME | Past Accuracy93.496 | 10 | 3mo ago | |
| MTBench Weather Short | PatchTST | Past Trend Prediction Score93.877 | 10 | 3mo ago | |
| MTBench Finance Long | MoME | 3-way Accuracy62.671 | 10 | 3mo ago | |
| MTBench Finance Short | MoME | 3-way Score66.849 | 10 | 3mo ago | |
| Weather Reasoning Future Trend | TimeClaw | Accuracy52.5 | 7 | 21d ago | |
| Weather Reasoning Past Trend | TimeClaw | Accuracy99.4 | 7 | 21d ago |
