SPHERE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Sphere D=1000
3.939Final Value
19
Sphere D=10000
6.434Objective Value (Sphere D=10000)
13
Sphere
0.994Spearman Correlation
12
Sphere N=2,000, σ=0.05
99.6Trustworthiness
12
SPHERE
80.47CS NER Score
12
Sphere d=20
0.003Objective Value (Median)
9
Sphere
1.687Objective Value
9
Sphere (test)
100Accuracy
9
Sphere Synthetic
0.568RMSE
8
Sphere
0.994Spearman Correlation (row)
7
Sphere 30D
0Average Objective Value
7
Sphere analytic GT
0NRMSE
6
Sphere Group B (d=64)
100Mode Recovery Rate
5
Sphere Group B d=32
100Mode Recovery Rate
5
Sphere Group B (d=8)
100Mode Recovery Rate
5
Sphere Group B (d=2)
100Mode Recovery Rate
5
Sphere
0.079Mass
5
Sphere 3D
1,687Objective Value
5
Sphere (closeness = 0.0001)
518.14Average Cost
5
Sphere (test)
0Distance to Global Optimum
5
SPHERE Material Science
81.91Hierarchical F1
5
SPHERE Biology
82.53Rel+ F1 (Hierarchical)
5
SPHERE Physics
76.93Hierarchical Relation F1
5
SPHERE Computer Science
77.4Rel+ F1 (Hierarchical)
5
Sphere d = 1
1.94Estimated Intrinsic Dimension
4