OpenCodePapers

time-series-forecasting-on-fev-bench

Time Series Forecasting
Dataset Link
Results over time
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Leaderboard
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PaperCodeSkill Score (%)ModelNameReleaseDate
Timestral: Mistral's time-series foundation models✓ Link50.39Timestral-209M2026-10-15
fev-bench Leaderboard✓ Link49.42t0-gamma2026-09-21
PathFM: Fast Generative Forecasting of Multivariate Trajectories47.35PathFM-300M2026-10-15
Chronos-2: From Univariate to Universal Forecasting✓ Link47.28Chronos-22025-10-17
fev-bench Leaderboard✓ Link46.65t0-beta2026-09-21
fev-bench Leaderboard✓ Link45.50TiRex-22026-07-01
fev-bench Leaderboard✓ Link44.43Toto-2.0-1B2026-05-19
TabPFN-3: Technical Report✓ Link43.15TabPFN-TS-32026-05-13
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning✓ Link42.58TiRex2025-05-29
A decoder-only foundation model for time-series forecasting✓ Link42.20TimesFM-2.52023-10-14
fev-bench Leaderboard✓ Link41.49TabPFN-TS2025-01-06
This Time is Different: An Observability Perspective on Time Series Foundation Models✓ Link40.76Toto Open Base 1.02025-05-20
FlowState: Sampling Rate Invariant Time Series Forecasting39.91FlowState-r12025-08-07
Moirai 2.0: When Less Is More for Time Series Forecasting✓ Link39.31Moirai 2.0 R-Small2025-11-12
fev-bench Leaderboard✓ Link38.89Chronos-Bolt Base2024-03-12
Sundial: A Family of Highly Capable Time Series Foundation Models✓ Link33.42Sundial Base 128M2025-02-02
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