Performative Stability
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Performative Stability ρ < 1
1Convergence Rate
2
Performative Stability Squared or log loss, arbitrary D(·)
1Convergence Rate / Existence
1
Performative Stability Convex losses, arbitrary D(·)
1Convergence Rate
1
Performative Stability (ρ > 1 + Ω(1))
1Convergence Rate
1