Benchopt results: NeurIPS 22 Benchopt results

Last updated: 2026-05-05 17:58 with 6 result files in total.

Results Datasets System info
2206-13424 lasso
    Libsvm
  • dataset=rcv1.binary
  • dataset=news20.binary
  • dataset=YearPredictionMSD
    • Meg
  • CPU: 10
  • RAM (GB): 187
  • CUDA: Tesla V100-SXM2-16GB: cuda_11.4
logreg l1
    Libsvm
  • dataset=rcv1.binary
  • dataset=news20.binary
  • dataset=gisette
  • dataset=colon-cancer
  • CPU: 10
  • RAM (GB): 187
  • CUDA: Tesla V100-SXM2-16GB: cuda_11.4
logreg l2
    Adult
  • scaled=True
  • scaled=False
    • Ijcnn1
  • scaled=True
  • scaled=False
    • Madelon
  • scaled=True
  • scaled=False
    • News20
  • scaled=True
  • scaled=False
    • Rcv1
  • scaled=True
  • scaled=False
  • CPU: 10
  • RAM (GB): 187
  • CUDA: Tesla V100-SXM2-16GB: cuda_11.4
2206-13424 mcp
    Libsvm
  • dataset=colon-cancer
    • Simulated
  • n_features=2000,n_samples=500,scale=True
  • n_features=2000,n_samples=500,scale=False
  • CPU: 10
  • RAM (GB): 187
  • CUDA: Tesla V100-SXM2-16GB: cuda_11.4
2206-13424 ridge
    Libsvm
  • dataset=bodyfat
  • dataset=leukemia
  • dataset=gisette
    • Simulated
  • n_features=5000,n_samples=100,rho=0
  • n_features=5000,n_samples=100,rho=0.6
  • n_features=1000,n_samples=500,rho=0
  • n_features=1000,n_samples=500,rho=0.6
  • CPU: 80
  • RAM (GB): 188
tv 1d
    Simulated blocked
  • mu=0,n_features=500,n_samples=400,num_block=10,sigma=0.1,type_A=random
  • mu=0,n_features=500,n_samples=400,num_block=50,sigma=0.1,type_A=random
  • mu=0,n_features=500,n_samples=750,num_block=10,sigma=0.1,type_A=random
  • mu=0,n_features=500,n_samples=750,num_block=50,sigma=0.1,type_A=random
  • CPU: 10
  • RAM (GB): 187
  • CUDA: Tesla V100-SXM2-16GB: cuda_11.4