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Models/SuperCluster

SuperCluster

Reported on 99 benchmarks across 4 tasks · 1 paper · 69 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical35 results

Semantic SegmentationonS3DIS Area5
Number of params· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNetV2
RQ· 2024-01-12
69.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNetV2
SQ· 2024-01-12
84.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonKITTI-360
PQ· 2024-01-12
48.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonKITTI-360
Params (M)· 2024-01-12
0.79
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonKITTI-360
RQ· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonKITTI-360
SQ· 2024-01-12
75.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonDALES
PQ· 2024-01-12
61.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonDALES
Params (M)· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonDALES
RQ· 2024-01-12
68.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonDALES
SQ· 2024-01-12
87.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
PQ· 2024-01-12
50.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
PQ (with stuff)· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
RQ· 2024-01-12
60.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
RQ (with stuff)· 2024-01-12
68.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
SQ· 2024-01-12
76.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
SQ (with stuff)· 2024-01-12
77.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
PQ· 2024-01-12
55.9
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
PQ (with stuff)· 2024-01-12
62.7
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
RQ· 2024-01-12
66.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
RQ (with stuff)· 2024-01-12
73.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
SQ· 2024-01-12
83.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
SQ (with stuff)· 2024-01-12
84.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
mIoU· 2024-01-12
68.1
best: 76 (Sonata + PTv3)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
Mean IoU· 2024-01-12
75.3
best: 82.3 (Sonata + PTv3)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
Params (M)· 2024-01-12
0.21
best: 41.6 (PointNeXt-XL)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNet
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNet
PQ_st· 2024-01-12
84.1
best: 86.1 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNet
PQ_th· 2024-01-12
69.1
best: 69.6 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNetV2
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonScanNetV2
Params (M)· 2024-01-12
1
best: 2.9 (SceneGraphFusion (NN mapping))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS Area5
Params (M)· 2024-01-12
0.21
best: 38 (MinkowskiNet (Xiang 2023))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonS3DIS
Params (M)· 2024-01-12
0.21
best: 41.6 (PointNeXt-XL)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonDALES
mIoU· 2024-01-12
77.3
best: 81.1 (KPConv)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Semantic SegmentationonKITTI-360
miou Val· 2024-01-12
62.1
best: 64.1 (DA-supervised)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704

Audio35 results

10-shot image generationonS3DIS Area5
Number of params· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNetV2
RQ· 2024-01-12
69.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNetV2
SQ· 2024-01-12
84.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonKITTI-360
PQ· 2024-01-12
48.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonKITTI-360
Params (M)· 2024-01-12
0.79
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonKITTI-360
RQ· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonKITTI-360
SQ· 2024-01-12
75.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonDALES
PQ· 2024-01-12
61.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonDALES
Params (M)· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonDALES
RQ· 2024-01-12
68.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonDALES
SQ· 2024-01-12
87.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
PQ· 2024-01-12
50.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
PQ (with stuff)· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
RQ· 2024-01-12
60.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
RQ (with stuff)· 2024-01-12
68.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
SQ· 2024-01-12
76.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
SQ (with stuff)· 2024-01-12
77.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
PQ· 2024-01-12
55.9
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
PQ (with stuff)· 2024-01-12
62.7
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
RQ· 2024-01-12
66.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
RQ (with stuff)· 2024-01-12
73.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
SQ· 2024-01-12
83.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
SQ (with stuff)· 2024-01-12
84.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
mIoU· 2024-01-12
68.1
best: 76 (Sonata + PTv3)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
Mean IoU· 2024-01-12
75.3
best: 82.3 (Sonata + PTv3)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
Params (M)· 2024-01-12
0.21
best: 41.6 (PointNeXt-XL)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNet
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNet
PQ_st· 2024-01-12
84.1
best: 86.1 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNet
PQ_th· 2024-01-12
69.1
best: 69.6 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNetV2
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonScanNetV2
Params (M)· 2024-01-12
1
best: 2.9 (SceneGraphFusion (NN mapping))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS Area5
Params (M)· 2024-01-12
0.21
best: 38 (MinkowskiNet (Xiang 2023))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonS3DIS
Params (M)· 2024-01-12
0.21
best: 41.6 (PointNeXt-XL)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonDALES
mIoU· 2024-01-12
77.3
best: 81.1 (KPConv)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
10-shot image generationonKITTI-360
miou Val· 2024-01-12
62.1
best: 64.1 (DA-supervised)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704

Computer Vision31 results

Panoptic SegmentationonScanNetV2
RQ· 2024-01-12
69.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNetV2
SQ· 2024-01-12
84.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonKITTI-360
PQ· 2024-01-12
48.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonKITTI-360
Params (M)· 2024-01-12
0.79
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonKITTI-360
RQ· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonKITTI-360
SQ· 2024-01-12
75.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonDALES
PQ· 2024-01-12
61.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonDALES
Params (M)· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonDALES
RQ· 2024-01-12
68.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonDALES
SQ· 2024-01-12
87.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
PQ· 2024-01-12
50.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
PQ (with stuff)· 2024-01-12
58.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
RQ· 2024-01-12
60.1
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
RQ (with stuff)· 2024-01-12
68.4
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
SQ· 2024-01-12
76.6
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
SQ (with stuff)· 2024-01-12
77.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
PQ· 2024-01-12
55.9
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
PQ (with stuff)· 2024-01-12
62.7
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
Params (M)· 2024-01-12
0.21
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
RQ· 2024-01-12
66.3
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
RQ (with stuff)· 2024-01-12
73.2
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
SQ· 2024-01-12
83.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS
SQ (with stuff)· 2024-01-12
84.8
SOTA
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
3D Semantic SegmentationonDALES
mIoU· 2024-01-12
77.3
best: 81.1 (KPConv)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
3D Semantic SegmentationonKITTI-360
miou Val· 2024-01-12
62.1
best: 64.1 (DA-supervised)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNet
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNet
PQ_st· 2024-01-12
84.1
best: 86.1 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNet
PQ_th· 2024-01-12
69.1
best: 69.6 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNetV2
PQ· 2024-01-12
58.7
best: 71.2 (OneFormer3D)
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonScanNetV2
Params (M)· 2024-01-12
1
best: 2.9 (SceneGraphFusion (NN mapping))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704
Panoptic SegmentationonS3DIS Area5
Params (M)· 2024-01-12
0.21
best: 38 (MinkowskiNet (Xiang 2023))
Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering arXiv:2401.06704