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Part Segmentation on ShapeNet In-Context

87.9mIoU

PIC-Cat + MICAS

Updated 1mo ago

Evaluation Results

Method	Links
PIC-Cat + MICAS 2024.11		87.9
PIC-Sep + MICAS 2024.11		86.8
PIC++ 2024.04		85.53
PIC++ 2024.04		85.27
PIC-S-Cat 2024.11		83.8
PIC-S-Sep 2024.11		83.7
ACT 2024.04		81.24
ACT 2024.11		81.2
PCT 2024.11		79.5
PCT 2024.04		79.46
PIC-Cat 2024.11		79
PIC 2024.04		78.95
PointNet 2024.11		77.5
PointNet 2024.04		77.45
DGCNN 2024.04		76.12
DGCNN 2024.11		76.1
PIC-Sep 2024.11		75
PIC 2024.04		74.95
Copy 2024.11		24.2
Copy 2024.04		24.18
I2P-MAE 2024.11		22.6
PCMamba‡ 2024.04		19.53
DGCNN 2024.11		17
DGCNN† 2024.04		16.95
PCT† 2024.04		16.71
PCT 2024.11		16.7
PointNet† 2024.04		15.33
PointNet 2024.11		15.3
ACT 2024.11		12.1
ReCon 2024.11		7.7
PointMAE‡ 2024.04		5.42
Point-MAE 2024.11		5.4
Point-BERT 2024.11		0.7
Point-BERT 2024.04		0.65