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ASDIV

Benchmarks

Task NameDataset NameSOTA ResultTrend
Mathematical ReasoningASDiv
Accuracy0.955
221
Arithmetic reasoningASDiv
Accuracy93.5
54
Mathematical ReasoningASDiv (test)
Accuracy97.24
38
Mathematical reasoningASDiv Out of Distribution
Top-1 Accuracy (maj@1)89.1
35
Mathematical ReasoningASDiv
Pass@191.3
26
Mathematical ReasoningASDiv Aug (test)
Accuracy88.9
25
Mathematical ReasoningASDiv
AUROC66.91
20
Correctness PredictionASDiv
Accuracy96.74
18
Mathematical ReasoningASDiv-Aug
Accuracy92.14
15
Math ReasoningASDiv (held-out)
Performance75.52
14
Math ReasoningASDiv A (test)
Accuracy91
14
Math Word Problem solvingASDiv-A (5-fold cross-val)
Accuracy87.5
7
Math Word Problem ReasoningASDiv
AUROC0.6818
6
Question AnsweringASDiv
AUROC66.91
6
Mathematical ReasoningASDIV
Solve Rate79.6
6
Arithmetic ReasoningASDiv (5-fold cross val)
Accuracy73.9
3
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