Semantic Segmentation on EndoVis 17
86.65DiceLighTDiff
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LighTDiff2024.05 | 86.65 | 75.97 | — | |
| PyDiff2024.05 | 84.81 | 74.85 | — | |
| LLCaps2024.05 | 83.49 | 73.07 | — | |
| DiffLL2024.05 | 83.39 | 72.99 | — | |
| MIRNetv22024.05 | 82.87 | 72.27 | — | |
| StillGan2024.05 | 82.57 | 71.61 | — | |
| CLEDiff2024.05 | 82.44 | 71.49 | — | |
| MIRNet2024.05 | 78.84 | 66.66 | — | |
| SNR-Aware2024.05 | 75.72 | 63.33 | — | |
| ControlNet2024.05 | 75.2 | 62.62 | — | |
| EnlightenGAN2024.05 | 71.71 | 58.84 | — | |
| Whitebox LoRAFoundation Model=MedSAM, Adaptation=Whitebox2024.05 | 68 | — | 42.92 | |
| BAPSFoundation Model=MedSAM2024.05 | 65 | — | 82.4 | |
| MedSAMFoundation Model=MedSAM, zero-shot=true2024.05 | 63 | — | 87.52 | |
| VPFoundation Model=MedSAM2024.05 | 63 | — | 85.58 | |
| DUAL2024.05 | 39.7 | 27.39 | — | |
| LIME2024.05 | 33.39 | 24.9 | — | |
| Zero-DCE2024.05 | 21.32 | 13.29 | — |