Semantic Segmentation on NYU v2 (mIoU, Pixel Accuracy)
38.32mIoUPaLoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PaLoRAMAdam=true2026.06 | 38.32 | 64.89 | |
| PaLoRAMAdam=false2026.06 | 38.27 | 64.79 | |
| LSMAdam=true2026.06 | 37.56 | 64.13 | |
| DWAMAdam=true2026.06 | 37.21 | 63.89 | |
| DWAMAdam=false2026.06 | 37.07 | 63.55 | |
| CAGradMAdam=false2026.06 | 36.99 | 63.9 | |
| CAGradMAdam=true2026.06 | 36.88 | 63.64 | |
| LSMAdam=false2026.06 | 36.33 | 63.57 | |
| IMTLMAdam=true2026.06 | 36.26 | 63.68 | |
| IMTLMAdam=false2026.06 | 36.14 | 63.51 | |
| PaMaLMAdam=false2026.06 | 33.94 | 62.55 | |
| PaMaLMAdam=true2026.06 | 33.71 | 62.34 | |
| UWMAdam=false2026.06 | 32.6 | 60.87 | |
| UWMAdam=true2026.06 | 32.59 | 60.91 |