Traffic forecasting on Traffic (test)
0.0214RMSEOpus
Evaluation results
| Method | Links | |
|---|---|---|
| OpusConfiguration=TFT + dropout 0.3, ctx336, 80 epochs2026.03 | 0.0214 | |
| OpusConfiguration=TFT + MSE loss, large, 100 epochs2026.03 | 0.0215 | |
| OpusConfiguration=TFT + MSE loss, 150 epochs2026.03 | 0.0216 | |
| OpusConfiguration=Per-sensor model selection (5-way)2026.03 | 0.0216 | |
| OpusConfiguration=TFT + MSE loss, 100 epochs2026.03 | 0.0218 | |
| OpusConfiguration=Residual MLP correction on TFT2026.03 | 0.0218 | |
| OpusConfiguration=Simple avg top-3 ensemble2026.03 | 0.0218 | |
| OpusConfiguration=TFT large ctx336, 100 epochs2026.03 | 0.0219 | |
| OpusConfiguration=Ensemble top-3 per-horizon2026.03 | 0.0219 | |
| GPT-5.2Configuration=iTransformer ctx336 + timefeat + static cat2026.03 | 0.022 | |
| OpusConfiguration=Ensemble TFT + PatchTST weighted2026.03 | 0.0221 | |
| GPT-5.2Configuration=iTransformer ctx336 + hour-of-week + RevIN + horizon wt.2026.03 | 0.0225 | |
| GPT-5.2Configuration=iTransformer ctx336 + hour-of-week + RevIN2026.03 | 0.0226 | |
| GPT-5.2Configuration=iTransformer ctx672 + hour-of-week + static cat2026.03 | 0.0229 | |
| GPT-5.2Configuration=N-HiTS ctx336 + multiscale + timefeat2026.03 | 0.023 | |
| GPT-5.2Configuration=TSMixer ctx672 + timefeat + static cat2026.03 | 0.023 | |
| GPT-5.2Configuration=iTransformer ctx672 + hour-of-week + RevIN2026.03 | 0.0232 | |
| GPT-5.2Configuration=Ridge stack (PatchTST + snaive)2026.03 | 0.0234 | |
| GPT-5.2Configuration=TimesNet ctx672 + timefeat + static cat2026.03 | 0.0236 | |
| GPT-5.2Configuration=PatchTST ctx672 + patch16 + timefeat + RevIN2026.03 | 0.0238 | |
| Seasonal Naïve(168)2026.03 | 0.0287 | |
| Seasonal Naïve(24)2026.03 | 0.0367 | |
| Naïve (last value)2026.03 | 0.0446 |