Tooth Partitioning on Dental Arch Dataset
78.237Macro-F1Qwen3-VL-235B-A22B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Qwen3-VL-235B-A22BCategory(Mode)=Thinking2025.11 | 78.237 | 80.083 | 78.613 | 76.914 | 79.321 | 77.832 | 76.487 | |
| Qwen3-VL-30B-A3BCategory(Mode)=Thinking2025.11 | 77.463 | 79.176 | 77.892 | 75.824 | 78.362 | 76.914 | 76.821 | |
| VLM Aggregate (4 models)Category(Mode)=Thinking2025.11 | 77.183 | 78.971 | 77.375 | 75.612 | 78.094 | 76.49 | 76.54 | |
| Qwen3-VL-235B-A22BCategory(Mode)=Non-Thinking2025.11 | 77.103 | 79.214 | 77.823 | 76.073 | 78.482 | 76.942 | 75.721 | |
| GLM-4.5VCategory(Mode)=Thinking2025.11 | 76.789 | 78.614 | 76.782 | 75.097 | 77.583 | 75.887 | 76.832 | |
| Qwen3-VL-30B-A3BCategory(Mode)=Non-Thinking2025.11 | 76.379 | 78.311 | 77.051 | 75.012 | 77.522 | 76.012 | 75.983 | |
| doubao-seed-1-6 (vision)Category(Mode)=Thinking2025.11 | 76.243 | 78.012 | 76.214 | 74.611 | 77.108 | 75.327 | 76.018 | |
| VLM Aggregate (4 models)Category(Mode)=Non-Thinking2025.11 | 76.052 | 78.107 | 76.547 | 74.772 | 77.242 | 75.625 | 75.696 | |
| GLM-4.5VCategory(Mode)=Non-Thinking2025.11 | 75.684 | 77.742 | 75.972 | 74.264 | 76.712 | 75.071 | 75.937 | |
| doubao-seed-1-6 (vision)Category(Mode)=Non-Thinking2025.11 | 75.042 | 77.162 | 75.341 | 73.741 | 76.252 | 74.474 | 75.141 | |
| YOLOv5Category(Mode)=Supervised Det./Seg.2025.11 | 71.582 | 72.429 | 71.787 | 70.883 | 71.983 | 71.581 | 70.829 | |
| Prompted VLMCategory(Mode)=VLM-based Reasoning2025.11 | 69.133 | 70.117 | 69.383 | 68.329 | 69.823 | 69.129 | 68.017 | |
| Demirjian staging pipelineCategory(Mode)=Deep Stage Class.2025.11 | 63.422 | 64.819 | 63.711 | 62.471 | 64.171 | 63.377 | 61.983 |