PartNet
Benchmarks
TaskDatasetSOTA resultTrendResults
PartNet 1.0 (test)
94.9mAP (Chair)
44
PartNet-Mobility source and target
29.041PSNR
30
PartNet-Mobility (source and target)
0.095Angular Error
27
PartNet-Mobility v1 (test)
0Box Error
20
PartNet (test)
75.3mIoU
19
PartNet (test)
53.8mIoU
16
PartNet 1.0 (test)
65.5Average Score
16
PartNet (val)
50.8mIoU
15
PartNet (test)
0.006Shape CD (Chair)
12
PartNet joint-augmented 3.0 (test)
0.352JCD (Chair)
12
PartNet 1.0 (test)
76.8Shape mIoU: Avg
12
PartNet-E few-shot
90mIoU (Bottle)
11
PartNet Lamp v0 (test)
0.7SCD
8
PartNet Table v0 (test)
0.28SCD
8
PartNet Chair v0 (test)
0.51SCD
8
PartNet
0TMD (Avg)
8
PartNet 4 categories (test)
84.1AP50 (Chair)
8
PartNet (Out-of-distribution)
33.9Mean Recall
8
PartNet (In-distribution)
0.357Mean Recall
8
PartNet-Mobility (test)
1.317RS-gIoU
7
PartNet Lamp (test)
75.1Precision (Single Set Avg)
6
PartNet Table (test)
84.8Precision (Single Set Avg)
6
PartNet Chair (test)
82.8Precision (Single Set Avg)
6
PartNet fine-grained (Level-3) (test)
60.8mIoU
6
PartNet Chairs (test)
2.173MCD
5