Duration-Based Fine-Grained Prediction on METR-LA
5.22MAESTRPatt
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| STRPattTh=18, Tp=182026.06 | 5.22 | 8.97 | 14.44 | |
| STRPavgTh=18, Tp=182026.06 | 5.68 | 9.85 | 15.53 | |
| STRPattDh=6h, Dp=6h2026.06 | 7.02 | 8.43 | 20.74 | |
| STRPavgDh=6h, Dp=6h2026.06 | 7.63 | 9.36 | 21.52 | |
| TimeMixerTh=18, Tp=182026.06 | 7.9 | 10 | 21.48 | |
| MegaCRNTh=18, Tp=182026.06 | 8.27 | 11.13 | 21.42 | |
| STAEf.Th=18, Tp=182026.06 | 8.7 | 11.56 | 22.68 | |
| TrafformerTh=18, Tp=182026.06 | 8.82 | 11.75 | 23.49 | |
| GWNetTh=18, Tp=182026.06 | 8.83 | 11.61 | 22.95 | |
| MTGNNTh=18, Tp=182026.06 | 8.83 | 11.68 | 22.81 | |
| STGODETh=18, Tp=182026.06 | 8.92 | 11.96 | 24.66 | |
| DCRNNTh=18, Tp=182026.06 | 9.09 | 12.13 | 24.28 | |
| STIDTh=18, Tp=182026.06 | 9.27 | 12.61 | 25.81 | |
| AGCRNTh=18, Tp=182026.06 | 9.38 | 12.51 | 25.11 | |
| STGCNTh=18, Tp=182026.06 | 9.45 | 12.94 | 25.34 | |
| TimeMixerDh=6h, Dp=6h2026.06 | 9.67 | 10.86 | 26.6 | |
| MegaCRNDh=6h, Dp=6h2026.06 | 10.12 | 12.09 | 26.51 | |
| STAEf.Dh=6h, Dp=6h2026.06 | 10.64 | 12.56 | 28.08 | |
| Traff.Dh=6h, Dp=6h2026.06 | 10.79 | 12.59 | 29.08 | |
| GWNetDh=6h, Dp=6h2026.06 | 10.8 | 12.61 | 28.41 | |
| MTGNNDh=6h, Dp=6h2026.06 | 10.8 | 12.68 | 28.24 | |
| STSGCNTh=18, Tp=182026.06 | 10.86 | 17.18 | 26.8 | |
| STGODEDh=6h, Dp=6h2026.06 | 10.91 | 12.99 | 30.53 | |
| DCRNNDh=6h, Dp=6h2026.06 | 11.12 | 13.17 | 30.05 | |
| STIDDh=6h, Dp=6h2026.06 | 11.34 | 13.69 | 31.96 | |
| AGCRNDh=6h, Dp=6h2026.06 | 11.49 | 13.59 | 31.08 | |
| STGCNDh=6h, Dp=6h2026.06 | 11.57 | 14.05 | 31.37 | |
| STSGCNDh=6h, Dp=6h2026.06 | 13.29 | 18.66 | 33.18 | |
| ASTGCNTh=18, Tp=182026.06 | 16.01 | 20.89 | 30.63 | |
| ASTGCNDh=6h, Dp=6h2026.06 | 19.6 | 22.7 | 37.92 |