CTR Prediction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.845AUC
6
Feb 26, 2026
77.92AUC
6
Feb 26, 2026
20.7CTR Gain
6
Feb 26, 2026
0.678AUC
6
Feb 26, 2026
0.32Delta AUC
5
Mar 4, 2026
15ΔAUC
5
Mar 4, 2026
0.003F-ECE
5
Feb 26, 2026
72.93AUC
4
Feb 26, 2026
45P99 Latency (ms)
3
Jun 2, 2026
87.19AUC
3
Apr 24, 2026
87.1AUC
3
Apr 24, 2026
0.013Delta AUC
3
Feb 26, 2026
16Communication Rounds
3
Feb 26, 2026
0.919AUC
2
May 8, 2026
86.82AUC
2
Feb 26, 2026
86.1AUC
2
Feb 26, 2026
0.818AUC
2
Feb 26, 2026
78.76Accuracy
2
Feb 26, 2026
3.651Delta CTR
2
Feb 26, 2026
1.5Delta CTR (Relative Lift)
2
Feb 26, 2026
1.7ΔCTR
2
Feb 26, 2026
0.6Delta CTR
2
Feb 26, 2026
1.247ΔCTR
2
Feb 26, 2026
-0.1NE Change (%)
1
Jun 30, 2026
-0.09NE Change (%)
1
Jun 30, 2026