Graph-Native Time Series Forecasting on METR-LA N=20 (test)
1.18VmGNF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GNF2026.06 | 1.18 | 0.27 | |
| GNFrole=learned filter2026.06 | 1.18 | — | |
| AGACI-GROUPCGIF2026.06 | 1.31 | 0.14 | |
| AGACI-GROUPCGIFrole=strongest METR-LA non-filter2026.06 | 1.31 | — | |
| ACI-PERGROUP-FACTORCGIF2026.06 | 1.36 | 0.09 | |
| ACI-PERGROUP-FACTORCGIFrole=strongest PEMS-BAY non-filter2026.06 | 1.36 | — | |
| CGIF-jointstatus=reference2026.06 | 1.45 | — | |
| STATIC-CGIFrole=static covariance2026.06 | 1.45 | — |