Weakly-Supervised Semantic Segmentation 벤치마크
Weakly-Supervised Semantic Segmentation on PASCAL VOC 2012 test
Mean IoU
- 2019-04-10 — IRNet (ResNet-50): Mean IoU 64.8
- 2019-10-12 — SGAN: Mean IoU 67.2
- 2020-09-10 — LIID: Mean IoU 67.5
- 2020-12-09 — GroupWSSS: Mean IoU 68.5
- 2021-01-27 — Puzzle-CAM (ResNeSt-269): Mean IoU 72.2
- 2021-10-14 — PPC (w/ EPS): Mean IoU 73.5
- 2022-04-14 — RS+EPM (ResNet-101, multi-stage): Mean IoU 73.6
- 2022-11-22 — ISIM (ResNeSt-200): Mean IoU 74.98
- 2023-04-03 — WeakTr (ViT-S, multi-stage): Mean IoU 79.0
- 2023-12-06 — FMA-WSSS (Swin-L): Mean IoU 81.6
- 2024-01-22 — SemPLeS (Swin-L): Mean IoU 82.9