Semantic Segmentation on COCO-Object with background class (val)
35.4mIoUTagAlign
Evaluation Results
| Method | Links | |
|---|---|---|
| TagAlignPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 35.4 | |
| TagAlignPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 35.1 | |
| TCLPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 31.6 | |
| TCLPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 30.4 | |
| SimSegPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 29.7 | |
| GroupViTPost-processing=false, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 27.9 | |
| SegCLIPPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.12 | 26.5 | |
| SimSegPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 25.7 | |
| OVSegmentorPost-processing=true, Training Datasets=CC12M*, Zero-shot evaluation=true2023.12 | 25.1 | |
| GroupViTPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 24.3 | |
| MixReorgPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 23.6 | |
| ViewCoPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 23.5 | |
| PGSegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 22.9 | |
| CoCuPost-processing=false, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.12 | 22.7 | |
| CoCuPost-processing=true, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.12 | 22 | |
| MixReorgPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 21.3 | |
| ViewCoPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 20.6 | |
| Dong et al.Post-processing=true, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.12 | 20.6 | |
| ZeroSegPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.12 | 20.2 | |
| Dong et al.Post-processing=false, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.12 | 18.9 | |
| ViL-SegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 18.1 | |
| ReCoPost-processing=false, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.12 | 17.3 | |
| ReCoPost-processing=true, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.12 | 15.7 |