Summarization on MultiNews (ROUGE and Speedup)
24.6ROUGE ScoreExp-k=2 (7.5, 2.5)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Exp-k=2 (7.5, 2.5)Schedule Type=Exponential, k=2, Thresholds (τ_high, τ_low)=(7.5, 2.5)2025.12 | 24.6 | 6.57 | |
| Exp-k=2 (7.5, 0)Schedule Type=Exponential, k=2, Thresholds (τ_high, τ_low)=(7.5, 0)2025.12 | 24.56 | 6.66 | |
| BaselineSchedule=Standard2025.12 | 24.39 | 1 | |
| Cosine (7.5, 0)Schedule Type=Cosine, Thresholds (τ_high, τ_low)=(7.5, 0)2025.12 | 24.39 | 6.6 | |
| Linear (7.5, 0)Schedule Type=Linear, Thresholds (τ_high, τ_low)=(7.5, 0)2025.12 | 24.39 | 6.6 | |
| Cosine (7.5, 2.5)Schedule Type=Cosine, Thresholds (τ_high, τ_low)=(7.5, 2.5)2025.12 | 24.38 | 6.59 | |
| Linear (7.5, 2.5)Schedule Type=Linear, Thresholds (τ_high, τ_low)=(7.5, 2.5)2025.12 | 24.38 | 6.59 | |
| Exp-k=16 (7.5, 2.5)Schedule Type=Exponential, k=16, Thresholds (τ_high, τ_low)=(7.5, 2.5)2025.12 | 24.26 | 7.21 | |
| Exp-k=16 (7.5, 0)Schedule Type=Exponential, k=16, Thresholds (τ_high, τ_low)=(7.5, 0)2025.12 | 23.99 | 17.38 | |
| ProphetSchedule=Prophet2025.12 | 2.77 | 31.21 |