DFC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DFC 2020
55.5mIoU
50
DFC 2019
0.7JAX 004 Result
31
DFC 2023
94.98R Score
20
DFC IID Setting 23
67.61Accuracy
18
DFC2020 S1
48.1mIoU
14
DFC episodes 2018 (test)
100Success Rate
9
DFC20
70.43Accuracy (Optimal)
9
DFC Summer to Spring, Autumn, Winter 2020
28.08mIoU
8
DFC Spring to Summer, Autumn, Winter 2020
31.33mIoU
8
DFC19
1.52Chamfer Distance (CD)
8
DFC 2019
0.78MAE [m] (004)
8
DFC JAX 2019
0.89MAE (AOI 004)
8
DFC S2 2020
52.1mIoU
7
DFC S2 non-RGB 2020
54mIoU
7
DFC19
1.8MAE (m)
7
DFC19
1.72MAE (m)
7
DFC19
23.68PSNR
7
DFC 19 (test)
1.5MAE (m)
7
DFC 2019
2.399MAE (JAX_207)
6
DFC2020 w/o domain gap
65.34mIoU
4
DFC adapted 2019 (S4)
96.91Overall Accuracy
4
adapted DFC2019 (S3)
96.79Overall Accuracy (OA)
4
adapted DFC 2019 (S2)
97.98Overall Accuracy (OA)
4
DFC adapted 2019 (S1)
97.98Overall Accuracy (OA)
4
DFC 15
97.7AUPRC
4