TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Medical/Semantic Segmentation/ScanNet200

Semantic Segmentation on ScanNet200

Metric: test mIoU (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕test mIoU▼Extra DataPaperDate↕Code
1DITR44.9NoDINO in the Room: Leveraging 2D Foundation Model...2025-03-24Code
2PTv3 ArKitLabelmaker41.4YesARKit LabelMaker: A New Scale for Indoor 3D Scen...2024-10-17Code
3PTv3 + PPT39.3YesPoint Transformer V3: Simpler, Faster, Stronger2023-12-15Code
4Pamba37.1NoPamba: Enhancing Global Interaction in Point Clo...2024-06-25-
5ODIN36.8NoODIN: A Single Model for 2D and 3D Segmentation2024-01-04Code
6BFANet36NoBFANet: Revisiting 3D Semantic Segmentation with...2025-03-16Code
7PonderV2 + SparseUNet34.6YesPonderV2: Pave the Way for 3D Foundation Model w...2023-10-12Code
8PPT+SparseUNet33.2YesTowards Large-scale 3D Representation Learning w...2023-08-18Code
9OctFormer32.5NoOctFormer: Octree-based Transformers for 3D Poin...2023-05-04Code
10OA-CNNs32.3NoOA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semant...2024-03-21Code
11LGround27.2NoLanguage-Grounded Indoor 3D Semantic Segmentatio...2022-04-16Code
12MinkUNet25.3No4D Spatio-Temporal ConvNets: Minkowski Convoluti...2019-04-18Code
13CSC24.9NoExploring Data-Efficient 3D Scene Understanding ...2020-12-16Code