Semantic Segmentation on NYU v2 (Semantic mIoU)
49.82Semantic mIoUOurs
Evaluation results
| Method | Links | |
|---|---|---|
| OursParams=71.82 M, FLOPs=75.28 G, FPS=20.33, VRAM=3293 MiB2026.03 | 49.82 | |
| EMSAFormerParams=72.08 M, FLOPs=50.66 G, FPS=16.32, VRAM=3188 MiB2026.03 | 49.76 | |
| MPViTParams=92.76 M, FLOPs=235.24 G, FPS=9.94, VRAM=5266 MiB2026.03 | 47.44 | |
| MetaFormerParams=76.14 M, FLOPs=72.06 G, FPS=12.01, VRAM=3620 MiB2026.03 | 43.27 | |
| ConvNeXt v2Params=111.84 M, FLOPs=112.38 G, FPS=14.42, VRAM=4592 MiB2026.03 | 27.69 |