Causal Representation Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.99R^2 Stage 1
17
Apr 16, 2026
0.82MCC
5
May 20, 2026
98.94MIC
5
Feb 26, 2026
97D
5
Feb 26, 2026
0.99D
5
Feb 26, 2026
0.98MCC
4
May 20, 2026
0.99D
4
Feb 26, 2026
41.78MIC
3
Feb 26, 2026
60.26MIC
3
Feb 26, 2026
98.88MIC
3
Feb 26, 2026
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—Primary metric
0
Apr 28, 2026
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—Primary metric
0
Feb 26, 2026