LLM Adoption Forecasting on Hugging Face Trending Panel (Evaluation set 12 repositories 24 episodes)
0.38MAECDLF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CDLFforecast horizon=[t0, T], T=10, t0=6, prefix=5-day, forecast=5-day, trajectories (M)=1002026.04 | 0.38 | 0.62 | 0.33 | 1.35 | 55 | 180 | |
| TiGo-ETSforecast horizon=[t0, T], T=10, t0=6, prefix=5-day, forecast=5-day2026.04 | 0.45 | 0.7 | 0.38 | 1.55 | 70 | 220 | |
| QRFforecast horizon=[t0, T], T=10, t0=6, prefix=5-day, forecast=5-day2026.04 | 0.49 | 0.76 | 0.41 | 1.7 | 78 | 240 | |
| Bayesian NPforecast horizon=[t0, T], T=10, t0=6, prefix=5-day, forecast=5-day2026.04 | 0.52 | 0.8 | 0.44 | 1.82 | 85 | 260 | |
| Bass diffusionforecast horizon=[t0, T], T=10, t0=6, prefix=5-day, forecast=5-day2026.04 | 0.58 | 0.88 | 0.47 | 2.05 | 95 | 300 |