D3
Benchmarks
TaskDatasetSOTA resultTrendResults
D3
42Full Score
35
D3
76.954Mean Accuracy
30
D3
7.993MAE
18
D3 (Abs)
31.5mAP
16
D3 (Pres)
32.9mAP
16
D3 (Full)
32.5mAP
16
D3 XL
25.4mAP
14
D3 L
31.3mAP
14
D3 (M)
35.3mAP
14
D3 (S)
35.5mAP
14
D3
19.64ΔE00
13
D3-A 99 Boards (Open-source)
100CP Ratio
11
D3
0.023Average Relative MSE
11
D3-B (10 Boards)
100CP (Connection Points)
10
D3
0.31RMSE
10
D3 0.15 (test)
77.126Mean Accuracy
10
D3 (Inter-scenario)
5.7mAP (FULL)
10
D3 (Intra-scenario)
21.6mAP (FULL)
10
D3 (Inter-scenario)
2,100APb (Full)
10
D3 Intra-scenario
37.5APb (Full)
10
D3
0.848MAE
9
D3
81.3Accuracy
9
D3 (Unmeasured locations)
0.49RMSE
7
D3 Measured locations
0.48RMSE
7
D3 (PM2.5), H=50
0.49RMSE
7