| Paper | Code | Average Rank | MASE | CRPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Toto 2.0: Time Series Forecasting Enters the Scaling Era | ✓ Link | 2.633 | 0.584 | 0.486 | Toto-2.0-2.5B | 2026-05-19 |
| This Time is Different: An Observability Perspective on Time Series Foundation Models | ✓ Link | 6.4 | 0.617 | 0.519 | Toto-Open-Base-1.0 | 2025-05-20 |
| BOOM Leaderboard | ✓ Link | 6.667 | 0.623 | 0.522 | Chronos-2 | 2025-10-17 |
| BOOM Leaderboard | ✓ Link | 7.7 | 0.638 | 0.532 | TimesFM 2.5 200M | 2023-10-14 |
| BOOM Leaderboard | ✓ Link | 11.478 | 0.767 | 0.621 | Moirai 1.1 Large | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 11.511 | 0.685 | 0.603 | TimesFM 2.0 500M | 2023-10-14 |
| BOOM Leaderboard | ✓ Link | 11.756 | 0.779 | 0.63 | Moirai 1.1 Base | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 12.144 | 0.786 | 0.631 | Moirai 1.1 Small | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 12.267 | 0.902 | 0.467 | Moirai 2.0 Small | 2025-11-12 |
| BOOM Leaderboard | ✓ Link | 12.844 | 0.711 | 0.637 | Chronos-Bolt Base | 2024-03-12 |
| BOOM Leaderboard | ✓ Link | 13.078 | 0.717 | 0.642 | Chronos-Bolt Small | 2024-03-12 |
| BOOM Leaderboard | ✓ Link | 17.178 | 0.793 | 0.78 | Time-MoE 200M | 2024-09-24 |
| BOOM Leaderboard | ✓ Link | 17.222 | 0.81 | 0.788 | Time-MoE 50M | 2024-09-24 |
| BOOM Leaderboard | ✓ Link | 17.622 | 0.807 | 0.793 | Timer Base 84M | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 19.6 | 0.912 | 0.885 | VisionTS | 2024-08-30 |