Time-series counterfactual estimation on Semi-synth benchmark leaderboard · SOTA2 Research

Time-series counterfactual estimation on Semi-synth

0.056cf MAECEPAE

Evaluation Results

Method	Links
CEPAE2026.02		0.056	-0.001	0.747	0.3	0.045	0.05	0.992
CEPAE2026.02		0.056	0.002	0.75	0.468	0.059	0.064	0.997
CAAE2026.02		0.061	-0.008	0.582	0.289	0.063	0.067	0.995
CAAE2026.02		0.065	-0.009	0.51	0.275	0.055	0.065	0.994
LSTM2026.02		0.08	0.002	—	—	—	—	—
AB-LSTM2026.02		0.083	0.003	—	—	—	—	—
CVAE2026.02		0.083	-0.011	0.045	0.109	0.101	0.117	0.991
LSTM2026.02		0.101	0.003	—	—	—	—	—
AB-LSTM2026.02		0.103	0.004	—	—	—	—	—
CVAE2026.02		0.105	0.011	0.037	0.109	0.081	0.1	0.996