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Segmentation on ShapeNet-C (test)

185RmCE (Robustness Metric)

PointNet++

Updated 4d ago

Evaluation Results

Method	Links
PointNet++ 2024.11		185	68.5	132.9	17.6	786	83	116.9	90.1
PointNet++ 2024.11		185	68.5	132.9	17.6	786	83	116.9	90.1
PointNet 2024.11		105.6	35.5	88	8.7	115.2	156.6	120.6	214.4
PointNet 2024.11		105.6	35.5	88	8.7	115.2	156.6	120.6	214.4
DGCNN 2024.11		100	100	100	100	100	100	100	100
DGCNN 2024.11		100	100	100	100	100	100	100	100
PT 2024.11		93.3	98.1	105.1	72.8	107.7	113.3	105.4	50.7
PT 2024.11		93.3	98.1	105.1	72.8	107.7	113.3	105.4	50.7
Point-BERT 2024.11		89.5	28.3	135.6	21.3	61.9	130.3	136	112.8
Point-BERT 2024.11		89.5	28.3	135.6	21.3	61.9	130.3	136	112.8
PAConv 2024.11		84.8	56	133.6	76.4	78.9	59.7	94.7	94
PAConv 2024.11		84.8	56	133.6	76.4	78.9	59.7	94.7	94
PointMLP 2024.11		81	47.4	142.8	21.7	96.1	88.2	110.9	60.1
PointMLP 2024.11		81	47.4	142.8	21.7	96.1	88.2	110.9	60.1
GDANet 2024.11		78.5	26.4	111.5	80.6	84.2	53.5	95.2	97.9
GDANet 2024.11		78.5	26.4	111.5	80.6	84.2	53.5	95.2	97.9
Point-MAE 2024.11		70.3	18	120.9	22.2	45.9	65	108.8	111.4
Point-MAE 2024.11		70.3	18	120.9	22.2	45.9	65	108.8	111.4
APCT 2024.11		55.3	39.9	137.3	20.6	70.3	0.1	0.4	118.5
APCT 2024.11		55.3	39.9	137.3	20.6	70.3	0.1	0.4	118.5