Datasets › ScanNet200

ScanNet200

Introduced by David Rozenberszki et al. in Language-Grounded Indoor 3D Semantic Segmentation in the Wild7 Mar 2022 archive 2025-07-28

The ScanNet200 benchmark studies 200-class 3D semantic segmentation - an order of magnitude more class categories than previous 3D scene understanding benchmarks. The source of scene data is identical to ScanNet, but parses a larger vocabulary for semantic and instance segmentation

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

Papers archive 2025-07-28

24 shown of 24 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 45. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation 1 1 24 Mar 2025 not harvested
Sonata: Self-Supervised Learning of Reliable Point Representations 2 1 20 Mar 2025 ran 5 of 19 samples (14 unverified)
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis 1 1 16 Mar 2025 not harvested
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking 0 1 25 Nov 2024 not harvested
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation 0 1 4 Nov 2024 not harvested
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding 1 1 17 Oct 2024 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model 0 1 25 Jun 2024 not harvested
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation 1 1 4 Jun 2024 ran 4 of 11 samples (7 unverified; 11 pointer-only for licence)
LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels 1 1 22 Mar 2024 not harvested
OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation 1 1 21 Mar 2024 not harvested
ODIN: A Single Model for 2D and 3D Segmentation 1 2 4 Jan 2024 ran 3 of 8 samples (5 unverified)
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance 1 2 17 Dec 2023 ran 8 of 8 samples (0 unverified)
Point Transformer V3: Simpler, Faster, Stronger 3 1 15 Dec 2023 ran 7 of 11 samples (4 unverified)
OneFormer3D: One Transformer for Unified Point Cloud Segmentation 1 1 24 Nov 2023 not harvested
PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm 1 1 12 Oct 2023 not harvested
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation 1 2 1 Sep 2023 ran 1 of 3 samples (2 unverified)
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training 1 1 18 Aug 2023 not harvested
OpenMask3D: Open-Vocabulary 3D Instance Segmentation 1 1 23 Jun 2023 ran 1 of 1 samples (0 unverified)
OctFormer: Octree-based Transformers for 3D Point Clouds 4 1 4 May 2023 ran 2 of 9 samples (7 unverified)
ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution 2 1 1 Mar 2023 ran 2 of 19 samples (17 unverified)
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation 1 1 6 Oct 2022 ran 2 of 10 samples (8 unverified)
Language-Grounded Indoor 3D Semantic Segmentation in the Wild 1 1 16 Apr 2022 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts 2 1 16 Dec 2020 not harvested
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks 8 1 18 Apr 2019 ran 1 of 2 samples (1 unverified; 2 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • ScanNet200

1 variant name, as the archive lists them.

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