Semantic Segmentation on Semantic8
0.765mIoUConvPoint - Fusion
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ConvPoint - FusionInput features=Fusion2019.04 | 0.765 | 0.934 | 0.921 | 0.806 | 0.76 | 0.719 | 0.956 | 0.473 | 0.611 | 0.877 | |
| SPGraph2019.04 | 0.762 | 0.929 | 0.915 | 0.756 | 0.783 | 0.717 | 0.944 | 0.568 | 0.529 | 0.884 | |
| ConvPoint - RGBInput features=RGB2019.04 | 0.75 | 0.938 | 0.934 | 0.847 | 0.758 | 0.706 | 0.95 | 0.474 | 0.432 | 0.902 | |
| ConvPoint - NoColorInput features=None2019.04 | 0.726 | 0.927 | 0.918 | 0.788 | 0.748 | 0.646 | 0.962 | 0.451 | 0.442 | 0.856 | |
| SnapNet2019.04 | 0.674 | 0.91 | 0.896 | 0.795 | 0.748 | 0.561 | 0.909 | 0.365 | 0.343 | 0.772 | |
| PointNet++2019.04 | 0.631 | 0.857 | 0.819 | 0.781 | 0.643 | 0.517 | 0.759 | 0.364 | 0.437 | 0.726 | |
| TMLC-MS2019.04 | 0.494 | 0.85 | 0.911 | 0.695 | 0.328 | 0.216 | 0.876 | 0.259 | 0.113 | 0.553 | |
| TML-PC2019.04 | 0.391 | 0.745 | 0.804 | 0.661 | 0.423 | 0.412 | 0.647 | 0.124 | 0 | 0.058 | |
| TCLEvaluation Mode=Zero-shot2022.12 | 0.372 | — | — | — | — | — | — | — | — | — | |
| GroupViT (RedCaps)Evaluation Mode=Zero-shot2022.12 | 0.294 | — | — | — | — | — | — | — | — | — | |
| MaskCLIPEvaluation Mode=Zero-shot2022.12 | 0.279 | — | — | — | — | — | — | — | — | — | |
| GroupViT (YFCC)Evaluation Mode=Zero-shot2022.12 | 0.27 | — | — | — | — | — | — | — | — | — | |
| MaskCLIP (Baseline)Evaluation Mode=Zero-shot2022.12 | 0.237 | — | — | — | — | — | — | — | — | — | |
| ReCoEvaluation Mode=Zero-shot2022.12 | 0.235 | — | — | — | — | — | — | — | — | — |