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Efficiency Evaluation on Five Organisms
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13
Mean Inference Time (s)
CDD
-137.96
881.02
1,900
2,918.98
May 25, 2026
Mean Inference Time (s)
Speedup Factor
Updated 8d ago
Evaluation Results
Method
Method
Links
Mean Inference Time (s)
Speedup Factor
CDD
Model=LLaMA-3.2-1B
2026.05
13
221
CDD
Model=Mean (1B–2B)
2026.05
17
171
CDD
Model=Gemma-3-1B
2026.05
18
163
CDD
Model=Qwen3-1.7B
2026.05
21
148
CDD
Model=Qwen3-32B
2026.05
91
41
ADL
Model=LLaMA-3.2-1B
2026.05
2,758
-
ADL
Model=Mean (1B–2B)
2026.05
2,906
-
ADL
Model=Gemma-3-1B
2026.05
2,936
-
ADL
Model=Qwen3-1.7B
2026.05
3,024
-
ADL
Model=Qwen3-32B
2026.05
3,787
-
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