paper-with-me

Panoptic Segmentation 벤치마크

Panoptic Segmentation on PanNuke

12개 결과 · ⬇ CSV · JSON

PQ

49.81 50.06 50.3 50.55 50.8 2022-03 2026-11 TSFD — 50.4 (2022-03-09) TSFD — 50.4 (2022-03-09) TSFD — 50.4 (2022-03-09) CellViT-SAM-H — 50.62 (2023-06-27) CellViT-SAM-H — 50.62 (2023-06-27) CellViT-SAM-H — 50.62 (2023-06-27) LKCell — 50.8 (2024-07-25) LKCell — 50.8 (2024-07-25) LKCell — 50.8 (2024-07-25) NuLite-H — 49.81 (2024-08-03) NuLite-H — 49.81 (2024-08-03) NuLite-H — 49.81 (2024-08-03) TSFD — 50.4 (2022-03-09) CellViT-SAM-H — 50.62 (2023-06-27) LKCell — 50.8 (2024-07-25)
RankModel PQ PaperCodeYear
1 LKCell 50.80 LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels hustvl/lkcell 2024
2 CellViT-SAM-H 50.62 CellViT: Vision Transformers for Precise Cell Segmentation and Classification tio-ikim/cellvit · philippendres/CellPilot · junlinguo/cellvit-kidney 2023
3 TSFD 50.4 TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification Mr-TalhaIlyas/TSFD 2022
4 NuLite-H 49.81 NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification cosmoiknoslab/nulite 2024
5 LKCell 50.80 LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels hustvl/lkcell 2024
6 CellViT-SAM-H 50.62 CellViT: Vision Transformers for Precise Cell Segmentation and Classification tio-ikim/cellvit · philippendres/CellPilot · junlinguo/cellvit-kidney 2023
7 TSFD 50.4 TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification Mr-TalhaIlyas/TSFD 2022
8 NuLite-H 49.81 NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification cosmoiknoslab/nulite 2024
9 LKCell 50.80 LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels hustvl/lkcell 2024
10 CellViT-SAM-H 50.62 CellViT: Vision Transformers for Precise Cell Segmentation and Classification tio-ikim/cellvit · philippendres/CellPilot · junlinguo/cellvit-kidney 2023
11 TSFD 50.4 TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification Mr-TalhaIlyas/TSFD 2022
12 NuLite-H 49.81 NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification cosmoiknoslab/nulite 2024
1–12 / 12 페이지당 10 20 50 100