Interactive 2D Image Segmentation on OAI-ZIB (test)
4.57NoC @ 80% QualityActiveFreq (Ours)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ActiveFreq (Ours)Venue=-, Backbone=FreqFormer2026.03 | 4.57 | — | — | 6.91 | 9.27 | — | — | |
| Variant-2 (Ours)Venue=-, Backbone=SegFormerB02026.03 | 4.58 | — | — | 7.71 | 9.64 | — | — | |
| Variant-1 (Ours)Venue=-, Backbone=HRNet-182026.03 | 4.75 | — | — | 7.34 | 9.35 | — | — | |
| GPCISVenue=CVPR2023, Backbone=ResNet-502026.03 | 4.84 | — | — | 7.2 | 9.69 | — | — | |
| GPCISVenue=CVPR2023, Backbone=SegFormerB02026.03 | 5.23 | — | — | 7.67 | 9.66 | — | — | |
| GraCoVenue=CVPR2024, Backbone=ViT-L2026.03 | 5.25 | — | — | 7.79 | 9.42 | — | — | |
| FocalClickVenue=CVPR2022, Backbone=SegFormerB02026.03 | 5.54 | — | — | 8.35 | 9.66 | — | — | |
| GraCoVenue=CVPR2024, Backbone=ViT-B2026.03 | 5.59 | — | — | 7.82 | 9.41 | — | — | |
| FocalClickVenue=CVPR2022, Backbone=HRNet-182026.03 | 5.75 | — | — | 8.17 | 9.83 | — | — | |
| FocalClickVenue=CVPR2022, Backbone=HRNet-322026.03 | 6.11 | — | — | 7.92 | 9.39 | — | — | |
| CDNetVenue=ICCV2021, Backbone=ResNet-342026.03 | 6.2 | — | — | 8.56 | 9.61 | — | — | |
| iSegFormerBackbone=Swin-L2021.12 | 6.91 | 3,755 | 89 | 11.77 | 17.57 | 70 | 123 | |
| iSegFormerBackbone=Swin-B2021.12 | 7.25 | 2,797 | 64 | 11.67 | 17.03 | 68 | 115 | |
| SimpleClickVenue=ICCV2023, Backbone=ViT-L2026.03 | 7.34 | — | — | 13.23 | 19.3 | — | — | |
| SimpleClickVenue=ICCV2023, Backbone=ViT-B2026.03 | 7.68 | — | — | 13.23 | 19.29 | — | — | |
| iSegFormerVenue=MICCAI2022, Backbone=HRNet-322026.03 | 8.37 | — | — | 12.99 | 18.81 | — | — | |
| RITMVenue=ICIP2022, Backbone=HRNet-182026.03 | 8.41 | — | — | 14.53 | 19.25 | — | — | |
| RITMBackbone=HRNet322021.12 | 8.47 | 2,763 | 82 | 14.48 | 18.85 | 94 | 138 | |
| RITMVenue=ICIP2022, Backbone=HRNet-322026.03 | 8.93 | — | — | 14.84 | 19.56 | — | — | |
| RITMBackbone=UNet2021.12 | 9.74 | 2,680 | 56 | 15.28 | 17.79 | 102 | 144 | |
| iSegFormerVenue=MICCAI2022, Backbone=Swin-B2026.03 | 16.37 | — | — | 18.41 | 19.88 | — | — | |
| iSegFormerVenue=MICCAI2022, Backbone=Swin-L2026.03 | 19.94 | — | — | 20 | 20 | — | — |