Scene Sketch Semantic Segmentation on SFSD
78.32Accuracy@PLASA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LASASupervision/Evaluation Protocol=Weakly supervised, Backbone=ViT-B/162026.06 | 78.32 | 75.77 | 60.95 | |
| BourouisSupervision/Evaluation Protocol=Weakly supervised2026.06 | 74.74 | 70.6 | 52.94 | |
| CLIPerSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 72.78 | 56.77 | 48.29 | |
| SketchSegerSupervision/Evaluation Protocol=Fully supervised2026.06 | 72.58 | 72.16 | 51.81 | |
| ProxyCLIPSupervision/Evaluation Protocol=Training free2026.06 | 72.13 | 59.18 | 47.7 | |
| ProxyCLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 66.25 | 56.12 | 42.8 | |
| CLIPerSupervision/Evaluation Protocol=Training free2026.06 | 65.07 | 51.77 | 43.37 | |
| CorrCLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 64.57 | 59.63 | 51.27 | |
| CorrCLIPSupervision/Evaluation Protocol=Training free2026.06 | 58.03 | 48.97 | 34.83 | |
| CLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 24.54 | 22.35 | 17.69 | |
| CLIPSupervision/Evaluation Protocol=Training free2026.06 | 19.41 | 15.59 | 11.19 |