Cell-level Histopathological Image Classification on Cell-level Colorectal Cancer (test)
92AccuracyCustomViT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CustomViTStage=–, flag_limit=40962026.03 | 92 | 91 | 92 | |
| UNIStage=FT_last, flag_limit=40962026.03 | 79 | 78 | 78 | |
| ConvNeXtStage=–, flag_limit=40962026.03 | 65 | 63 | 61 | |
| EfficientNetStage=–, flag_limit=40962026.03 | 64 | 62 | 61 | |
| ResNet-RS50Stage=FT_last, flag_limit=40962026.03 | 63 | 62 | 62 | |
| ResNetStage=–, flag_limit=40962026.03 | 61 | 58 | 57 | |
| NINStage=–, flag_limit=40962026.03 | 60 | 58 | 53 | |
| CNNStage=–, flag_limit=40962026.03 | 59 | 58 | 55 | |
| UNIStage=LP, flag_limit=40962026.03 | 55 | 56 | 52 | |
| SE-ResNetStage=–, flag_limit=40962026.03 | 53 | 50 | 47 | |
| ResNet-RS50Stage=LP, flag_limit=40962026.03 | 51 | 51 | 48 | |
| MLPStage=–, flag_limit=40962026.03 | 49 | 42 | 40 | |
| CTransPathStage=FT_last, flag_limit=40962026.03 | 24 | 21 | 15 | |
| CTransPathStage=LP, flag_limit=40962026.03 | 9 | 1 | 1 |