Semantic Segmentation on Pascal VOC 2007 (test)
75.4mIoUDeCon-ML-L (SlotCon adapt.)
Evaluation Results
| Method | Links | |
|---|---|---|
| DeCon-ML-L (SlotCon adapt.)Pret. Dataset=ImageNet-1K, Pret. Dec.=FPN2025.03 | 75.4 | |
| DeCon-ML-L (SlotCon adapt.)Pret. Dataset=COCO+, Pret. Dec.=FPN2025.03 | 75.36 | |
| Slotcon (2022)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 75.02 | |
| DeCon-SL (SlotCon adapt.)Pret. Dataset=COCO+, Pret. Dec.=FCN2025.03 | 74.46 | |
| SupervisedPret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 74.4 | |
| Slotcon (2022)Pret. Dataset=COCO+, Pret. Dec.=-2025.03 | 73.93 | |
| PixCon-SR (2024)Pret. Dataset=COCO+, Pret. Dec.=-2025.03 | 73.9 | |
| PixPro (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 73.9 | |
| MoCo-v2 (2020)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 73.7 | |
| DINO (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 73.09 | |
| DeCon-SL (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FCN2025.03 | 73.01 | |
| PixCon-SR (2024)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 72.95 | |
| DeCon-ML-L (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FPN2025.03 | 72.92 | |
| InsLoc (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 72.9 | |
| DeCon-ML-S (SlotCon adapt.)Pret. Dataset=COCO, Pret. Dec.=FPN2025.03 | 72.8 | |
| DenseCL (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 72.8 | |
| DetCo (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 72.6 | |
| DetCon (2021)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 72.6 | |
| PixPro (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 72 | |
| SoCo (2022)Pret. Dataset=ImageNet-1K, Pret. Dec.=-2025.03 | 71.9 | |
| DenseCL (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 71.6 | |
| Slotcon (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 71.5 | |
| MoCo-v2 + (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 71.1 | |
| ORL (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 70.9 | |
| Odin (2022)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 70.8 | |
| BYOL (2020)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 70.2 | |
| DetCon (2021)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 70.2 | |
| MoCo-v2 (2020)Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 69.2 | |
| Random init.Pret. Dataset=COCO, Pret. Dec.=-2025.03 | 39.5 |