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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC 2007 (test)

75.4mIoUDeCon-ML-L (SlotCon adapt.)
38.06447.75757.4567.143Mar 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DeCon-ML-L (SlotCon adapt.)Pret. Dataset=ImageNet-1K, Pret. Dec.=FPN2025.0375.4
DeCon-ML-L (SlotCon adapt.)Pret. Dataset=COCO+, Pret. Dec.=FPN2025.0375.36
Slotcon (2022)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0375.02
DeCon-SL (SlotCon adapt.)Pret. Dataset=COCO+, Pret. Dec.=FCN2025.0374.46
SupervisedPret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0374.4
Slotcon (2022)Pret. Dataset=COCO+, Pret. Dec.=-2025.0373.93
PixCon-SR (2024)Pret. Dataset=COCO+, Pret. Dec.=-2025.0373.9
PixPro (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0373.9
MoCo-v2 (2020)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0373.7
DINO (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0373.09
DeCon-SL (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FCN2025.0373.01
PixCon-SR (2024)Pret. Dataset=COCO, Pret. Dec.=-2025.0372.95
DeCon-ML-L (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FPN2025.0372.92
InsLoc (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0372.9
DeCon-ML-S (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FPN2025.0372.8
DenseCL (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0372.8
DetCo (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0372.6
DetCon (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0372.6
PixPro (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.0372
SoCo (2022)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.0371.9
DenseCL (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.0371.6
Slotcon (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.0371.5
MoCo-v2 + (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.0371.1
ORL (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.0370.9
Odin (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.0370.8
BYOL (2020)Pret. Dataset=COCO, Pret. Dec.=-2025.0370.2
DetCon (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.0370.2
MoCo-v2 (2020)Pret. Dataset=COCO, Pret. Dec.=-2025.0369.2
Random init.Pret. Dataset=COCO, Pret. Dec.=-2025.0339.5