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ResearchFormerly WizWand

Tumor and Lymph Node Segmentation on HECKTOR 2022 (train)

82Tumor DicePEMMA
14.431.9549.567.05Apr 21, 2024
Updated 8mo ago

Evaluation results

MethodLinks
PEMMATrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=7.41M2024.04826174
Early FusionTrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=92.98M2024.04766370
Early FusionTrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=92.98M2024.04716468
PEMMATrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=7.41M2024.04707269
Late FusionTrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=185.16M2024.04696465
Early FusionTrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=92.98M2024.04686465
Late FusionTrain Modalities=CT, Inference Modalities=CT+PET, Trainable Parameters=185.16M2024.04676164
PEMMATrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=7.41M2024.04676063
Early FusionTrain Modalities=CT+PET, Inference Modalities=CT+PET, Trainable Parameters=92.98M2024.04656367
PEMMATrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=7.41M2024.04646365
Late FusionTrain Modalities=CT, Inference Modalities=CT, Trainable Parameters=185.16M2024.04455649
Late FusionTrain Modalities=CT+PET, Inference Modalities=PET, Trainable Parameters=185.16M2024.04435147
Early FusionTrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=92.98M2024.04414843
PEMMATrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=7.41M2024.04415044
Late FusionTrain Modalities=CT+PET, Inference Modalities=CT, Trainable Parameters=185.16M2024.04375143
Late FusionTrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=185.16M2024.04322117
PEMMATrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=7.41M2024.04293028
Early FusionTrain Modalities=CT, Inference Modalities=PET, Trainable Parameters=92.98M2024.041719