PIE
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PIE Bench
29.89PSNR
25
PIE (test)
8MSE (0.5s)
25
PIE
97.94Accuracy (PIE)
24
PIE (test)
1.2Relative Error
18
PIE (train)
0.009Relative Error
18
PIE
11.65Distance
18
PIE set03 (test)
94Accuracy
16
PIE
9.08CARET Change
14
PIE (test)
95Accuracy
14
PIE
93Accuracy
11
PIE
52.5ECE
11
PIE 1.0s prediction (test)
7.72ADE
10
PIE
24.82ADE
10
PIE
69Clustering Purity
9
PIE
91.27Optimal Accuracy (PIE)
9
PIE
52.98Clustering Accuracy
9
PIE (test)
93.8Accuracy
8
PIE average of tasks
66.4Acc (OS*)
7
PIE benchmark
6.12Distance
6
PIE in-domain (test)
92.06Accuracy (Test)
6
PIE (test)
19.5ADE
5
PIE
19MSE @ 0.5s
5
PIE (test)
0.078LPIPS
5
PIE
7.32Time (ms)
4
PIE 1.5s prediction (test)
13.01ADE
4