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Benchmarks
Continual Language Modeling on HOPE 16-domain stream 256M (long continual sequence)
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10.2
Forgetting
Adaptive OGP
10.008
11.304
12.6
13.896
Apr 24, 2026
Forgetting
Average Perplexity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Forgetting
Average Perplexity
Adaptive OGP
Routing strategy=decou...
2026.04
10.2
36.5
Replay 0.5% (shared)
Routing strategy=share...
2026.04
12.8
37.8
FOPNG (shared)
Routing strategy=share...
2026.04
14.7
39
Adam-NSCL (shared)
Routing strategy=share...
2026.04
15
39.2
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