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Mutation Prediction on TCGA-CRC

94AUC

autol

Updated 4d ago

Evaluation Results

Method	Links
autol 2024.03		94	-	-	-	-	-	-	-	-	-	-	84.5
uncert + pcgrad 2024.03		86.7	-	-	-	-	-	-	-	-	-	-	62.5
cagrad 2024.03		86.5	-	-	-	-	-	-	-	-	-	-	62.7
autol + cagrad 2024.03		86.5	-	-	-	-	-	-	-	-	-	-	62
naive 2024.03		86.4	-	-	-	-	-	-	-	-	-	-	62.7
uncert + cagrad 2024.03		86.3	-	-	-	-	-	-	-	-	-	-	60.7
baseline 2024.03		86.1	-	-	-	-	-	-	-	-	-	-	61.4
autol + pcgrad 2024.03		86.1	-	-	-	-	-	-	-	-	-	-	63.2
uncert 2024.03		86	-	-	-	-	-	-	-	-	-	-	63.4
graddrop 2024.03		85.8	-	-	-	-	-	-	-	-	-	-	61.2
dwa + cagrad 2024.03		85.8	-	-	-	-	-	-	-	-	-	-	59.9
dwa + pcgrad 2024.03		85.6	-	-	-	-	-	-	-	-	-	-	62.3
dwa + graddrop 2024.03		85.5	-	-	-	-	-	-	-	-	-	-	59.8
uncert + graddrop 2024.03		85.5	-	-	-	-	-	-	-	-	-	-	60.7
pcgrad 2024.03		85.4	-	-	-	-	-	-	-	-	-	-	62.4
autol + graddrop 2024.03		85.3	-	-	-	-	-	-	-	-	-	-	61.6
dwa 2024.03		84.2	-	-	-	-	-	-	-	-	-	-	58.7
SOTA 2024.03		83	-	-	-	-	-	-	-	-	-	-	-
Kather et al. [10] 2022.05		-	77	-	-	-	-	-	-	-	-	-	-
Wang et al. [22] 2022.05		-	-	0.82	-	-	-	-	-	-	-	-	-
Kather et al. [9] 2022.05		-	-	-	66	51	-	49	60	62	63	68	-
Fu et al. [6] 2022.05		-	-	-	57	-	-	66	55	59	58	68	-
T-MIL 2022.05		-	85	0.82	73	61	57	64	61	60	60	64	-
LA-MIL 2022.05		-	85	0.83	72	63	60	66	62	61	58	63	-