Semantic Sketch Segmentation on FS-COCO (test)
73.48mIoUOurs
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Ours2023.12 | 73.48 | 85.54 | 87.02 | |
| LASASupervision/Evaluation Protocol=Weakly supervised, Backbone=ViT-B/162026.06 | 70.48 | 83.88 | 85.25 | |
| BourouisSupervision/Evaluation Protocol=Weakly supervised2026.06 | 67.05 | 80.73 | 82.45 | |
| ProxyCLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 61.65 | 79.77 | 81.23 | |
| ProxyCLIPSupervision/Evaluation Protocol=Training free2026.06 | 61.6 | 79.48 | 80.84 | |
| CLIPerSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 60.29 | 72.92 | 79.2 | |
| CLIPerSupervision/Evaluation Protocol=Training free2026.06 | 58.36 | 69.72 | 77.55 | |
| CorrCLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 46.26 | 69.68 | 71.31 | |
| CorrCLIPSupervision/Evaluation Protocol=Training free2026.06 | 41.74 | 63.66 | 65.35 | |
| LDPsupervision=fully supervised2023.12 | 33.04 | 56.23 | 56.71 | |
| Grounded-SAMsupervision=fully supervised2023.12 | 32.21 | 50.12 | 50.02 | |
| DenseCLIPsupervision=fully supervised2023.12 | 28.22 | 50.62 | 50.25 | |
| ZegCLIPsupervision=fully supervised2023.12 | 15.45 | 32.48 | 35.21 | |
| CLIPSupervision/Evaluation Protocol=Fine-tuned, Backbone=ViT-B/162026.06 | 14.03 | 31.8 | 31.51 | |
| CLIPSupervision/Evaluation Protocol=Training free2026.06 | 12.33 | 24.92 | 25.25 |