List your company
ResearchFormerly WizWand

Object Segmentation on DIS5K VD

78.63mIoUBase Model
54.023660.411866.873.1882May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Base ModelDensity=100%, Compression Type=None, Finetuning=false2026.0578.631
SparseSAMDensity=75%, Compression Type=attention-only, Finetuning=false2026.0578.581.61
PieceWise AttentionDensity=75%, Compression Type=attention-only, Finetuning=false2026.0578.540.68
SparseSAMDensity=75%, Compression Type=attention+MLP, Finetuning=false2026.0578.431.73
PieceWise AttentionDensity=50%, Compression Type=attention-only, Finetuning=false2026.0578.380.69
SparseSAMDensity=50%, Compression Type=attention-only, Finetuning=false2026.0578.381.67
SparseSAMDensity=50%, Compression Type=attention+MLP, Finetuning=true2026.0578.281.89
SpargeAttnDensity=75%, Compression Type=attention-only, Finetuning=false2026.0577.611.16
SparseSAMDensity=50%, Compression Type=attention+MLP, Finetuning=false2026.0577.561.89
ToMeDensity=75%, Compression Type=attention+MLP, Finetuning=false2026.0577.160.52
SparseSAMDensity=25%, Compression Type=attention-only, Finetuning=false2026.0577.131.75
SpargeAttnDensity=50%, Compression Type=attention-only, Finetuning=false2026.0577.091.24
SparseSAMDensity=25%, Compression Type=attention+MLP, Finetuning=true2026.0576.922.12
PieceWise AttentionDensity=25%, Compression Type=attention-only, Finetuning=false2026.0576.790.71
GradToMeDensity=75%, Compression Type=attention+MLP, Finetuning=false2026.0576.580.53
SparseSAMDensity=25%, Compression Type=attention+MLP, Finetuning=false2026.0574.792.12
SpargeAttnDensity=25%, Compression Type=attention-only, Finetuning=false2026.0573.481.26
ToMeDensity=50%, Compression Type=attention+MLP, Finetuning=false2026.0569.690.81
GradToMeDensity=50%, Compression Type=attention+MLP, Finetuning=false2026.0568.50.63
GradToMeDensity=25%, Compression Type=attention+MLP, Finetuning=false2026.0554.970.74