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Benchmarks
Reasoning on MMLU-Pro (Accuracy and Resource Usage)
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40
Avg Samples
SC
5.264
14.282
23.3
32.318
Feb 10, 2026
Avg Samples
Prep Cost
Inference Cost
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Samples
Prep Cost
Inference Cost
Accuracy
SC
Backbone=Qwen2.5-7B
2026.02
40
-
5.7
56.62
ESC
Backbone=Qwen2.5-7B
2026.02
13.7
-
4.2
56.59
DSC
Backbone=Qwen2.5-7B
2026.02
11.1
1.2
3
56.6
AC
Backbone=Qwen2.5-7B
2026.02
9.8
-
5.3
56.59
ACTSC
Backbone=Qwen2.5-7B
2026.02
6.6
-
2.9
56.36
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