Semantic Segmentation on PASCAL VOC with background class (val)
57.9mIoUTagAlign
Evaluation Results
| Method | Links | |
|---|---|---|
| TagAlignPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 57.9 | |
| SimSegPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 57.4 | |
| TagAlignPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 55.3 | |
| TCLPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 55 | |
| SimSegPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 53.8 | |
| OVSegmentorPost-processing=true, Training Datasets=CC12M*, Zero-shot evaluation=true2023.12 | 53.8 | |
| SegCLIPPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.12 | 52.6 | |
| ViewCoPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 52.4 | |
| CLIPpyPost-processing=true, Training Datasets=HQITP-134M, Zero-shot evaluation=true2023.12 | 52.2 | |
| TCLPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.12 | 51.6 | |
| CoCuPost-processing=false, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.12 | 51.4 | |
| GroupViTPost-processing=false, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 51.1 | |
| MixReorgPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 50.5 | |
| CoCuPost-processing=true, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.12 | 49.7 | |
| GroupViTPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.12 | 49.5 | |
| PGSegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 49 | |
| MixReorgPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 47.9 | |
| ViewCoPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 45.7 | |
| ZeroSegPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.12 | 40.8 | |
| Dong et al.Post-processing=true, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.12 | 38.8 | |
| ViL-SegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.12 | 37.3 | |
| Dong et al.Post-processing=false, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.12 | 37.2 | |
| ReCoPost-processing=false, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.12 | 27.2 | |
| ReCoPost-processing=true, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.12 | 25.1 |