Tumor and Lymph Node Segmentation on HECKTOR 2022 (train)
82Tumor DicePEMMA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PEMMATrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=7.41M2024.04 | 82 | 61 | 74 | |
| Early FusionTrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=92.98M2024.04 | 76 | 63 | 70 | |
| Early FusionTrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=92.98M2024.04 | 71 | 64 | 68 | |
| PEMMATrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=7.41M2024.04 | 70 | 72 | 69 | |
| Late FusionTrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=185.16M2024.04 | 69 | 64 | 65 | |
| Early FusionTrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=92.98M2024.04 | 68 | 64 | 65 | |
| Late FusionTrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=185.16M2024.04 | 67 | 61 | 64 | |
| PEMMATrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=7.41M2024.04 | 67 | 60 | 63 | |
| Early FusionTrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=92.98M2024.04 | 65 | 63 | 67 | |
| PEMMATrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=7.41M2024.04 | 64 | 63 | 65 | |
| Late FusionTrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=185.16M2024.04 | 45 | 56 | 49 | |
| Late FusionTrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=185.16M2024.04 | 43 | 51 | 47 | |
| Early FusionTrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=92.98M2024.04 | 41 | 48 | 43 | |
| PEMMATrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=7.41M2024.04 | 41 | 50 | 44 | |
| Late FusionTrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=185.16M2024.04 | 37 | 51 | 43 | |
| Late FusionTrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=185.16M2024.04 | 32 | 21 | 17 | |
| PEMMATrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=7.41M2024.04 | 29 | 30 | 28 | |
| Early FusionTrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=92.98M2024.04 | 17 | 1 | 9 |