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Smart EV Charging research benchmarks · SOTA2 Research

Smart EV Charging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EV2Gym 50% Hybrid scenario

Emission-Aware SAC

10.02CO2 Emissions (kg)

1

May 26, 2026

EV2Gym 25% Hybrid scenario

Emission-Aware SAC

25.47CO2 Emissions (kg)

1

May 26, 2026

EV2Gym 50% Solar scenario

Emission-Aware SAC

48.41CO2 Emissions (kg)

1

May 26, 2026

EV2Gym 50% Wind scenario

Emission-Aware SAC

8.52CO2 Emissions (kg)

1

May 26, 2026

EV2Gym No RE scenario

Emission-Aware SAC

67.62CO2 Emissions (kg)

1

May 26, 2026

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