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Scenario

Benchmarks

Task NameDataset NameSOTA ResultTrend
RegressionScenario IS2
Size0
24
ClassificationScenario IS1
Model Size0
24
Change point localizationScenario 5
Mismatch Proportion (K!=K)0.055
20
Change point localizationScenario 3
Error Proportion (K_hat != K)70.5
20
Change point localizationScenario 1 T=300
Prop. K_hat != K1
10
Change point localizationScenario 1 T=150
Error Proportion0
10
Constrained Motion PlanningScenario 3 (two Franka Panda manipulators) 1.0 (test)
Success Rate100
8
Constrained motion planningScenario 2 (Two Franka Panda manipulators with closed-chain constraints) (test)
Success Rate100
8
Text-to-Image GenerationScenario 4
Similarity (95th Percentile)0.9262
8
Traffic Signal ControlScenario VISSIM corridor 1
ANP1,749.57
7
Simultaneous Exploration and InspectionScenario C
Finish Rate Avg98.7
7
Multi-robot motion planningScenario 3 Four-arm setup
Planning Time (Q1)0.075
6
Multi-robot motion planningScenario 2 Two-arm setup with obstacle
Time Q10.057
6
Multi-robot motion planningScenario 1 Two-arm setup
Planning Time (Q1)0.013
6
Autonomous Cyber OperationsScenario 1 (Sce1)
Mean Reward-0.67
6
Multi-robot motion planningScenario Multi-arm complex setup 4
Q Metric Q111
5
Causal DiscoveryScenario S3 n=100 synthetic (test)
FDR0
5
Causal DiscoveryScenario S3 (n=30) synthetic (test)
FDR0
5
Causal DiscoveryScenario S2 n=30 synthetic (test)
FDR10
5
Causal DiscoveryScenario S1 (n=100) synthetic (test)
FDR2
5
Depth map generationScenario (test)
Delta 1 Accuracy86.3
4
Violation Scenario GenerationScenario S4
Mean Violation6.78
3
Violation Scenario GenerationScenario S3
Mean Score4.11
3
Violation Scenario GenerationScenario S2
Mean Violation3.44
3
Violation Scenario GenerationScenario S1
Mean Score4.9
3
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