Case
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CASE Zero-Shot v1 (test)
59.38Accuracy (ACC)
12
CASE
93Success Rate (SR)
10
Case 2 Single group eigenvalue problem
0L2-Norm Error (x 10^-4)
8
Case 1 Single group eigenvalue problem
1.2L2 Norm Error
8
Case 6
0.191Mean Hypervolume
6
Case 5
0.192Mean Hypervolume
6
Case 4
19.79Mean Hypervolume
6
Case 3
0.196Mean Hypervolume
6
Case 1
0.185Mean Hypervolume (HV)
6
Case 3
41.823Normalized Simulation Time
5
CASE118 modified IEEE bus (evaluation)
137,420.6Average Reward
4
Case III 2023
0.733Mean Profit (MWh/Euros)
4
Case IV 2023
0.703Mean Cost
4
Case IV 2021
0.731Mean Cost
4
Case II 2023
0.7Mean Profit
4
Case C
0.749RMSE
4
Case B
0.066RMSE
4
Case 3 Synthetic
75TPR
3
CASE
49.8F1 Score
3
CASE
54F1 Score
3
Case II 2023
0.574MAE
3
Case III 2023
0.593Mean Absolute Error (MAE)
3
Case III 2022
0.473Mean Absolute Error
3
Case B3 1.0 (test)
1.11CL, buffet
3
Case B1 1.0 (test)
1.09CL Buffet
3