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WSI Classification on TCGA-RENAL (test)

0.9055Instance AUC (ccRCC)

Fully Supervised

Updated 4d ago

Evaluation Results

Method	Links
Fully Supervised 2024.09		0.9055	0.8917	0.9472	0.9472	0.9576	0.9267	0.9438
FAST 2024.09		0.8252	0.842	0.8609	0.9254	0.9216	0.9234	0.9235
Zero-shot CONCH 2024.09		0.8127	0.9122	0.9131	0.9039	0.8936	0.9449	0.9141
FAST 2024.09		0.794	0.8228	0.8398	0.8955	0.8978	0.8964	0.8966
Tip-Adapter-F 2024.09		0.7409	0.8026	0.803	0.8612	0.8235	0.8531	0.8459
Tip-Adapter-F 2024.09		0.7249	0.7832	0.7918	0.7854	0.8239	0.7879	0.7991
FAST 2024.09		0.7107	0.7547	0.7652	0.7684	0.826	0.8143	0.8029
Tip-Adapter 2024.09		0.6911	0.7886	0.7851	0.7624	0.7593	0.8877	0.8031
Tip-Adapter 2024.09		0.6839	0.7552	0.7623	0.7735	0.7787	0.7908	0.781
Tip-Adapter-F 2024.09		0.6587	0.7266	0.7488	0.722	0.7621	0.7132	0.7324
Tip-Adapter 2024.09		0.6361	0.6797	0.6835	0.6671	0.7274	0.7856	0.7267
FAST 2024.09		0.6245	0.6998	0.6987	0.6745	0.7327	0.7329	0.7133
Tip-Adapter-F 2024.09		0.6084	0.682	0.6985	0.6359	0.7391	0.7481	0.7077
Tip-Adapter 2024.09		0.6068	0.6413	0.6238	0.6545	0.6682	0.7405	0.6877
FAST 2024.09		0.5935	0.6853	0.6548	0.6067	0.6921	0.6488	0.6492
Tip-Adapter 2024.09		0.5874	0.6308	0.6017	0.5951	0.6515	0.6624	0.6363
Tip-Adapter-F 2024.09		0.571	0.6533	0.623	0.5981	0.6523	0.6948	0.6484
Zero-shot CLIP 2024.09		0.5475	0.5521	0.364	0.4959	0.5192	0.4811	0.4987
Zero-shot PLIP 2024.09		0.5396	0.6006	0.4774	0.6036	0.661	0.4905	0.585