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Benchmarks
Time-series forecasting on 14 time-series datasets (4 horizons, seed-averaged)
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68
Wins
RG-EWC
6.64
22.57
38.5
54.43
Mar 29, 2026
Wins
Win Rate
Updated 3mo ago
Evaluation Results
Method
Method
Links
Wins
Win Rate
RG-EWC
Steps K=≤25 (early sto...
2026.03
68
30.4
RG-TTA
Steps K=≤25 (early sto...
2026.03
65
29
TTA
Steps K=20 (fixed), LR...
2026.03
46
20.5
RG-DynaTTA
Steps K=≤25 (early sto...
2026.03
23
10.3
EWC
Steps K=15 (fixed), LR...
2026.03
13
5.8
DynaTTA
Steps K=20 (fixed), LR...
2026.03
9
4
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