FEV-Bench - WAPE: leaderboard
FEV-Bench full-suite time-series forecasting win rate under the WAPE metric.
Metric: Win Rate (%). Source: huggingface.co. 32 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Timestral-209M | 88.9 | |
| 2 | t0-gamma | 85.35 | |
| 3 | timesfm-3 | 82.35 | |
| 4 | Toto-2.0-2.5B | 74.03 | |
| 5 | Chronos-2 | 74 | |
| 6 | t0-beta | 71.81 | |
| 7 | timeh2o-v1-tiny | 70.9 | |
| 8 | TiRex-2 | 68.97 | |
| 9 | Toto-2.0-22m | 65.03 | |
| 10 | TiRex | 62.1 |
Interactive version: theaggregate.ai/benchmark?slug=fev-bench-wape · How It Works · Data refreshed daily, snapshot 2026-10-20.