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Papers Benchmarks Datasets Tasks

NVOS dataset and benchmarks · SOTA2 Research

Research Datasets

NVOS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Segmentation

NVOS (held-out val view)

97.8IoU

21

3DGS segmentation

NVOS 1.0 (test)

92.5mIoU

12

Interactive 3D Segmentation

NVOS

92.7mIoU

9

NVOS (test)

94.1mIoU

9

Open-Vocabulary Segmentation

NVOS

93.5mIoU

7

Single-object Reconstruction

NVOS

90.9mIOU

6

Multi-view Promptable Segmentation

NVOS

92.8mIoU

6

3D Scene Segmentation

NVOS 8 front-facing scenes standard

91.8mIoU

4

3DGS Segmentation

NVOS derived from LLFF (test)

0.695Boundary Clarity

4

3D Instance Segmentation

NVOS

91.7mIoU

4

Popular tasks

3DGS Segmentation Segmentation Open-Vocabulary Segmentation 3D Instance Segmentation 3D Scene Segmentation

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