Affect Forecasting (Arousal) on SemEval Task 2 2026 (test)
0.671Correlation (r)ACF-Temporal
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ACF-Temporaldimension-specific=Arousal-only2026.06 | 0.671 | 0.65 | 0.019 | 0.64 | 0.947 | 0.701 | |
| Linear-Prev2026.06 | 0.67 | 0.638 | 0.018 | 0.706 | 0.947 | 0.742 | |
| ACF-Hybrid2026.06 | 0.658 | 0.645 | 0.025 | 0.64 | 0.947 | 0.701 | |
| ACF-AR2026.06 | 0.598 | 0.671 | 0.016 | 0.651 | 0.947 | 0.688 | |
| ACF-Numeric+2026.06 | 0.577 | 0.688 | 0.021 | 0.618 | 0.947 | 0.653 | |
| ACF-Numeric2026.06 | 0.49 | 0.714 | 0.034 | 0.512 | 0.947 | 0.541 | |
| Linear-BERT+Prev2026.06 | 0.405 | 0.708 | 0.027 | 0.418 | 0.947 | 0.391 | |
| ACF2026.06 | 0.284 | 0.815 | 0.074 | 0.243 | 0.947 | 0.211 | |
| Linear-BERT2026.06 | 0.199 | 0.744 | 0.041 | 0.286 | 0.947 | 0.248 | |
| RandZero2026.06 | 0 | 0.696 | 0.065 | 0 | 0.947 | 0 |