Semantic Segmentation on ScanNet (Top N Class Evaluation)
62.9Score (Top 20 Classes)Ours
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| OursEvaluation Protocol=Linear, Backbone=HUNet2025.04 | 62.9 | 65.9 | 67.3 | 68.1 | 68.7 | |
| HUNetEvaluation Protocol=Supervised, Backbone=HUNet2025.04 | 62.7 | 68.9 | 73.1 | 73.9 | 77 | |
| OursEvaluation Protocol=NN, Backbone=HUNet2025.04 | 55.9 | 60.3 | 61.3 | 62.7 | 65.7 | |
| HUNetEvaluation Protocol=Linear, Backbone=HUNet2025.04 | 51.9 | 55.3 | 56.3 | 56.8 | 58.2 | |
| SR-UNetEvaluation Protocol=Supervised, Backbone=SR-UNet2025.04 | 41.9 | 53.9 | 62.2 | 65.5 | 72.2 | |
| MSCEvaluation Protocol=Linear, Backbone=SR-UNet2025.04 | 31.7 | 34.1 | 35.1 | 35.6 | 37.3 | |
| OESSLEvaluation Protocol=Linear, Backbone=SR-UNet2025.04 | 30.1 | 32.2 | 33.2 | 33.7 | 35.4 | |
| HUNetEvaluation Protocol=NN, Backbone=HUNet2025.04 | 25.1 | 27.6 | 30 | 32 | 39.9 | |
| CSCEvaluation Protocol=Linear, Backbone=SR-UNet2025.04 | 23.6 | 25.6 | 26.5 | 26.5 | 27.3 | |
| MM3DEvaluation Protocol=Linear, Backbone=PT2025.04 | 20.6 | 24.2 | 25.5 | 25.9 | 26.7 | |
| MSCEvaluation Protocol=NN, Backbone=SR-UNet2025.04 | 20.3 | 22.4 | 23.6 | 25.1 | 31.3 | |
| OESSLEvaluation Protocol=NN, Backbone=SR-UNet2025.04 | 20 | 22.4 | 24.4 | 24.9 | 31 | |
| CSCEvaluation Protocol=NN, Backbone=SR-UNet2025.04 | 15.3 | 17.1 | 18.4 | 19.6 | 24.1 | |
| MM3DEvaluation Protocol=NN, Backbone=PT2025.04 | 10.9 | 11.8 | 12.9 | 13.5 | 19.3 |