Model card
LMS-AutoTSF.
Independentopen-sourceUnknown paramsMLP-Mixer
Time series forecasting model
§ 02 · Benchmarks
Every benchmark LMS-AutoTSF has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | M4 Competition | Time-series · Time-series forecasting | mase | 1.6% | #8 | 2024-12-09 | source ↗ |
| 02 | M4 Competition | Time-series · Time-series forecasting | smapi | 11.9% | #8 | 2024-12-09 | source ↗ |
| 03 | M4 Competition | Time-series · Time-series forecasting | owa | 0.9% | #9 | 2024-12-09 | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 04 · Papers
1 paper with results for LMS-AutoTSF.
- 2024-12-09· Time Series· 3 results
LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting
Md Mahmudul Islam, Md Shaad Mahmud
§ 05 · Related models
Other Independent models scored on Codesota.
§ 06 · Sources & freshness
Where these numbers come from.
LMS-AutoTSF Table 3
3
results
3 of 3 rows marked verified.