Interactive Segmentation on ISIC 2017
1.74NoC @ 80%ActiveFreq (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ActiveFreq (Ours)Venue=-, Backbone=FreqFormer2026.03 | 1.74 | 2.21 | 3.74 | |
| Variant-2 (Ours)Venue=-, Backbone=SegFormerB02026.03 | 1.9 | 2.52 | 4.09 | |
| GPCISVenue=CVPR2023, Backbone=SegFormerB02026.03 | 2.18 | 2.95 | 4.29 | |
| GraCoVenue=CVPR2024, Backbone=ViT-B2026.03 | 2.23 | 2.84 | 4.16 | |
| GPCISVenue=CVPR2023, Backbone=ResNet-502026.03 | 2.24 | 3.23 | 5.52 | |
| Variant-1 (Ours)Venue=-, Backbone=HRNet-182026.03 | 2.27 | 2.86 | 4.08 | |
| FocalClickVenue=CVPR2022, Backbone=SegFormerB02026.03 | 2.27 | 3.05 | 5.13 | |
| GraCoVenue=CVPR2024, Backbone=ViT-L2026.03 | 2.31 | 2.97 | 4.34 | |
| SimpleClickVenue=ICCV2023, Backbone=ViT-B2026.03 | 2.32 | 2.98 | 4.89 | |
| iSegFormerVenue=MICCAI2022, Backbone=HRNet-322026.03 | 2.73 | 3.66 | 5.91 | |
| FocalClickVenue=CVPR2022, Backbone=HRNet-182026.03 | 2.83 | 3.63 | 5.01 | |
| SimpleClickVenue=ICCV2023, Backbone=ViT-L2026.03 | 2.86 | 3.71 | 5.89 | |
| RITMVenue=ICIP2022, Backbone=HRNet-182026.03 | 2.9 | 3.7 | 5.69 | |
| iSegFormerVenue=MICCAI2022, Backbone=Swin-B2026.03 | 2.91 | 3.93 | 6.61 | |
| CDNetVenue=ICCV2021, Backbone=ResNet-342026.03 | 4.18 | 5.18 | 6.79 | |
| FocalClickVenue=CVPR2022, Backbone=HRNet-322026.03 | 4.2 | 5.52 | 8.34 | |
| RITMVenue=ICIP2022, Backbone=HRNet-322026.03 | 5.99 | 7.77 | 11.28 | |
| iSegFormerVenue=MICCAI2022, Backbone=Swin-L2026.03 | 10.03 | 11.56 | 13.96 |