Tooth Instance Segmentation on IO150K i.i.d. 1.0 (test)
92T1TeethSEG
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TeethSEGEpoch=5, Encoder=CLIP-L/14@336, Embedding dimension=768, Masked transformer layers=32024.04 | 92 | 92 | 84 | 89 | 94 | 96 | 89 | — | 92 | 92 | 93 | 95 | 85 | 87 | 82 | — | 91 | |
| DeepLab-v3Epoch=302024.04 | 89 | 91 | 86 | 87 | 91 | 96 | 87 | — | 85 | 83 | 89 | 91 | 83 | 85 | 82 | — | 87 | |
| ViT-Adapter-LEpoch=302024.04 | 87 | 87 | 84 | 86 | 90 | 93 | 87 | — | 88 | 87 | 89 | 87 | 82 | 87 | 82 | — | 87 | |
| SegformerEpoch=302024.04 | 85 | 85 | 85 | 86 | 85 | 84 | 93 | — | 87 | 84 | 88 | 91 | 77 | 77 | 72 | — | 85 | |
| Swin-LEpoch=302024.04 | 81 | 79 | 77 | 82 | 89 | 85 | — | — | 82 | 80 | 83 | 87 | 74 | 75 | 70 | — | 80 | |
| SwinV2-GEpoch=302024.04 | 81 | 79 | 77 | 84 | 84 | 90 | 85 | — | 81 | 79 | 83 | 87 | 74 | 76 | 71 | — | 80 | |
| BeiT-BEpoch=302024.04 | 79 | 76 | 76 | 78 | 84 | 90 | 84 | — | 80 | 77 | 81 | 85 | 77 | 80 | 74 | — | 80 | |
| SegmenterEpoch=302024.04 | 78 | 77 | 74 | 68 | 64 | 77 | 75 | — | 78 | 76 | 81 | 86 | 75 | 75 | 69 | — | 75 |