List your company

WSI Report Generation on TCGA-based dataset (test)

0.413BLEU-1HistGen
0.180040.240520.3010.36148Mar 8, 2024

Evaluation results

MethodLinks
HistGenFeature Extractor=DINOv2 ViT-L2024.030.4130.2970.2290.1840.1820.344
TransformerFeature Extractor=DINOv2 ViT-L2024.030.3820.2660.20.1570.1620.316
R2GenCMNFeature Extractor=DINOv2 ViT-L2024.030.3810.2640.1990.1570.1640.313
M2TransformerFeature Extractor=DINOv2 ViT-L2024.030.3210.2130.1520.1120.1310.266
UpDownAttnFeature Extractor=DINOv2 ViT-L2024.030.320.2060.1470.1120.1310.271
R2GenFeature Extractor=DINOv2 ViT-L2024.030.2740.1660.1070.0710.1020.234
TransformerFeature Extractor=CTransPath2024.030.2710.1650.1120.0820.1130.227
Show&TellFeature Extractor=CTransPath2024.030.2620.1260.0710.0430.0940.184
M2TransformerFeature Extractor=CTransPath2024.030.2590.160.1080.0760.1030.218
UpDownAttnFeature Extractor=ResNet502024.030.250.1150.0650.0430.0960.18
M2TransformerFeature Extractor=ResNet502024.030.250.1150.0650.0420.0950.18
Show&TellFeature Extractor=ResNet502024.030.2490.0990.0470.0250.0860.165
TransformerFeature Extractor=ResNet502024.030.2490.1140.0650.0420.0950.176
R2GenFeature Extractor=ResNet502024.030.240.1050.0580.0360.0890.177
UpDownAttnFeature Extractor=CTransPath2024.030.240.1390.090.0630.10.201
R2GenFeature Extractor=CTransPath2024.030.2370.1350.0850.0540.0860.205
R2GenCMNFeature Extractor=ResNet502024.030.2250.0950.0470.0220.0940.151
R2GenCMNFeature Extractor=CTransPath2024.030.2110.0980.0540.0330.0790.158
Show&TellFeature Extractor=DINOv2 ViT-L2024.030.1890.0940.0560.0390.070.165