Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

3D Open-vocabulary Segmentation research benchmarks · SOTA2 Research

3D Open-vocabulary Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

65.7mIoU (Ramen)

24

Jun 30, 2026

94.1mIoU (Bed)

14

May 27, 2026

LERF-style Dataset table scene (test)

88.8mIoU

8

Feb 26, 2026

LERF-style Dataset bench scene (test)

Semantic-NeRF (OV-Seg)

94.2mIoU

8

Feb 26, 2026

LERF-style Dataset room scene (test)

92.8mIoU

8

Feb 26, 2026

LERF-style Dataset lawn scene (test)

88.2mIoU

8

Feb 26, 2026

LERF-style Dataset sofa scene (test)

74mIoU

8

Feb 26, 2026

LERF-style Dataset bed scene (test)

89.5mIoU

8

Feb 26, 2026

36.55mIoU (19 classes)

7

May 8, 2026

LERF-Mask figurines scene

8.2Rendering Time

3

May 20, 2026

Popular datasets

LERF-style Dataset ScanNet LERF 3D-OVS LERF-OVS

Follow for updates

Join SOTA2 Contact