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DeepScaleR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Incorrect Reasoning Path DetectionDeepScaleR
Accuracy64.24
46
Mathematical ReasoningDeepScaleR
Accuracy62.1
34
ReasoningDeepScaler
Accuracy57.3
30
Inference EfficiencyDeepScaleR-40k (1,024 mathematical problems)
Throughput (tokens/s)760.74
26
Mathematical ReasoningDeepScaleR (test)
Greedy Success39.2
14
MathematicsDeepScaler
Accuracy22.54
9
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