Coding on Coding Real-data 20% verified benchmark leaderboard · SOTA2 Research

Coding on Coding Real-data 20% verified

63.92Original AccuracyLogistic Regression

Evaluation Results

Method	Links
Logistic Regression2026.06		63.92	59.54	-4.38	590
Multilayer Perceptron2026.06		63.92	60.83	-3.09	590
Random Forest2026.06		63.92	63.23	-0.69	590
Label Propagation2026.06		63.92	60.5	-3.42	590
nnPU2026.06		63.92	63.86	-0.06	590
AURA2026.06		63.92	67.2	3.28	100.6
Logistic Regression2026.06		63.55	59.72	-3.83	564
Multilayer Perceptron2026.06		63.55	61.76	-1.79	564
Random Forest2026.06		63.55	63.39	-0.16	564
Label Propagation2026.06		63.55	58.65	-4.89	564
nnPU2026.06		63.55	63.51	-0.04	564
AURA2026.06		63.55	67.17	3.62	96.6
Logistic Regression2026.06		63.24	59.2	-4.04	594
Multilayer Perceptron2026.06		63.24	61.4	-1.85	594
Random Forest2026.06		63.24	63.27	0.03	594
Label Propagation2026.06		63.24	54.38	-8.87	594
nnPU2026.06		63.24	63.43	0.19	594
AURA2026.06		63.24	66.27	3.03	102.2
Logistic Regression2026.06		53.73	58.47	4.75	1,777
Multilayer Perceptron2026.06		53.73	57.44	3.72	1,777
Random Forest2026.06		53.73	59.2	5.47	1,777
Label Propagation2026.06		53.73	53.77	0.04	1,777
nnPU2026.06		53.73	58.54	4.81	1,777
AURA2026.06		53.73	77.74	24.02	278.8
Logistic Regression2026.06		50.29	57.52	7.22	1,648
Multilayer Perceptron2026.06		50.29	56.82	6.53	1,648
Random Forest2026.06		50.29	58.88	8.59	1,648
Label Propagation2026.06		50.29	53.83	3.53	1,648
nnPU2026.06		50.29	57.97	7.68	1,648
AURA2026.06		50.29	72.91	22.62	261.8