Semantic Segmentation on NYU v2 (mIoU, Pix Acc, MR, Δk%)
41.01mIoUMARIGOLD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MARIGOLDCost=O(d)2026.03 | 41.01 | 66.27 | 3.56 | -4.54 | |
| SDMGradCost=O(md)2026.03 | 40.47 | 65.9 | 3 | -4.84 | |
| MoCoCost=O(md)2026.03 | 40.3 | 66.07 | 7.44 | 0.16 | |
| Nash-MTLCost=O(md)2026.03 | 40.13 | 65.93 | 4.33 | -4.04 | |
| CAGradCost=O(md)2026.03 | 39.79 | 65.49 | 7.89 | 0.2 | |
| GradDropCost=O(md)2026.03 | 39.39 | 65.12 | 9.78 | 3.58 | |
| IMTL-GCost=O(md)2026.03 | 39.35 | 65.6 | 7.11 | -0.76 | |
| FAMOCost=O(d)2026.03 | 38.88 | 64.9 | 4.44 | -4.1 | |
| FAMO (rerun)Cost=O(d)2026.03 | 38.6 | 63.29 | 5.44 | -3.27 | |
| STL2026.03 | 38.3 | 63.76 | — | — | |
| PCGradCost=O(md)2026.03 | 38.06 | 64.64 | 10.33 | 3.97 | |
| MoDoCost=O(md)2026.03 | 35.28 | 62.62 | 8.44 | 0.49 | |
| MGDACost=O(md)2026.03 | 30.47 | 59.9 | 6.22 | 1.38 |