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Miscellaneous AI research · SOTA2 Research
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405 benchmarks · 173 papers
Continual Learning
327 benchmarks · 52 papers
Symbolic Regression
307 benchmarks · 101 papers
PDE solving
268 benchmarks · 35 papers
Multi-Objective Optimization
223 benchmarks · 35 papers
Global Optimization
213 benchmarks · 18 papers
Vehicle Routing Problem
200 benchmarks · 78 papers
Traveling Salesman Problem
196 benchmarks · 63 papers
Capacitated Vehicle Routing Problem
169 benchmarks · 55 papers
Uncertainty Quantification
168 benchmarks · 16 papers
Numerical Optimization
127 benchmarks · 30 papers
Combinatorial Optimization
124 benchmarks · 18 papers
Bayesian Optimization
117 benchmarks · 45 papers
Traveling Salesperson Problem
99 benchmarks · 42 papers
Neural Architecture Search
95 benchmarks · 30 papers
Black-box Optimization
78 benchmarks · 19 papers
Forward PDE solving
73 benchmarks · 22 papers
Optimization
71 benchmarks · 13 papers
Automated Planning
66 benchmarks · 39 papers
Deep Research
66 benchmarks · 16 papers
Solving partial differential equations
64 benchmarks · 24 papers
Federated Learning
64 benchmarks · 12 papers
Job Shop Scheduling
64 benchmarks · 15 papers
Optimization Modeling
63 benchmarks · 18 papers
Active Learning
60 benchmarks · 18 papers
Partial Differential Equation Solving
59 benchmarks · 53 papers
Inference Efficiency
54 benchmarks · 40 papers
Formal Theorem Proving
53 benchmarks · 1 papers
Continuous Optimisation
52 benchmarks · 23 papers
Theorem Proving
50 benchmarks · 15 papers
Mathematical Optimization
49 benchmarks · 12 papers
Federated Unlearning
45 benchmarks · 31 papers
Sudoku Solving
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