| Paper | Code | Average Rank | MASE | CRPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Toto 2.0: Time Series Forecasting Enters the Scaling Era | ✓ Link | 3.876 | 0.581 | 0.349 | Toto-2.0-2.5B | 2026-05-19 |
| This Time is Different: An Observability Perspective on Time Series Foundation Models | ✓ Link | 6.939 | 0.617 | 0.375 | Toto-Open-Base-1.0 | 2025-05-20 |
| BOOM Leaderboard | ✓ Link | 7.39 | 0.641 | 0.392 | Chronos-2 | 2025-10-17 |
| BOOM Leaderboard | ✓ Link | 7.702 | 0.632 | 0.382 | TimesFM 2.5 200M | 2023-10-14 |
| BOOM Leaderboard | ✓ Link | 10.395 | 0.71 | 0.428 | Moirai 1.1 Base | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 10.743 | 0.72 | 0.436 | Moirai 1.1 Large | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 11.244 | 0.729 | 0.442 | Moirai 1.1 Small | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 11.286 | 0.672 | 0.427 | Moirai 2.0 Small | 2025-11-12 |
| BOOM Leaderboard | ✓ Link | 11.907 | 0.725 | 0.447 | TimesFM 2.0 500M | 2023-10-14 |
| BOOM Leaderboard | ✓ Link | 12.339 | 0.726 | 0.451 | Chronos-Bolt Base | 2024-03-12 |
| BOOM Leaderboard | ✓ Link | 12.74 | 0.733 | 0.455 | Chronos-Bolt Small | 2024-03-12 |
| BOOM Leaderboard | ✓ Link | 17.522 | 0.806 | 0.649 | Time-MoE 50M | 2024-09-24 |
| BOOM Leaderboard | ✓ Link | 17.538 | 0.881 | 0.643 | Time-MoE 200M | 2024-09-24 |
| BOOM Leaderboard | ✓ Link | 17.59 | 0.796 | 0.639 | Timer Base 84M | 2024-02-04 |
| BOOM Leaderboard | ✓ Link | 18.725 | 0.988 | 0.673 | VisionTS | 2024-08-30 |