D4
Benchmarks
TaskDatasetSOTA resultTrendResults
D4 s1
79Accuracy
33
D4
90.062Mean Accuracy
30
D4 s2c
64Accuracy
23
D4 s2b
63Accuracy
23
D4 s2a
71Accuracy
23
D4
1.78MAE
18
D4
69.04DSC
14
D4 V2
3Critical Depth (d50)
12
D4
64.73Precision
12
D4
0.2RMSE
10
D4-20+
87.3Micro-F1
9
D4
85.58Accuracy
9
D4
0.487Average Relative MSE
7
D4
-9.3NMSE (dB)
6
D4 (test)
0.997AU-ARC
5
D4
-16.87NMSE (dB)
5
D4 (D1 ∪ DA)
100Success Rate
4
D4 (pattern-holdout)
0.622AUC
4
D4 (item-holdout)
0.656AUC
4
D4 V2
4Critical Depth (d50)
4
D4 V2 (test)
89.9Stability (%)
4
D4
-18.27NMSE (dB)
3