D3
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
D3 PM2.5 H=30
0.59RMSE
7
D3 (PM2.5) H=10
0.552RMSE
7
D3
-15.52NMSE (dB)
6
D3 trained on D0 (test)
94.82Dice Score
5
D3 evaluated after training on D2
94.43Dice
5
D3
93.09Dice
5
D3 (test)
94.56AU-ARC
5
D3 (test)
0.524LCM Text Alignment
5
D3
-9.03NMSE (dB)
5
D3 (pattern-holdout)
58.1AUC
4
D3 (item-holdout)
0.592AUC
4
D3 unseen environment full dataset (evaluation)
55AP
4
D3 (test)
58.5gIoU
4
D3
-17.69NMSE (dB)
3
D3
31.36Detection Rate
3
D3 Binary
0.63AUC (Overall)
3
D3 (test)
1Accuracy
1