10-shot image generation on KITTI Semantic Segmentation

Metric: Mean IoU (class) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	Mean IoU (class)▼	Extra Data	Paper	Date↕	Code
1	RPVNet [xu2021rpvnet]	80.7	No	Spherical Transformer for LiDAR-based 3D Recogni...	2023-03-22	Code
2	DeepLabV3Plus + SDCNetAug	72.83	Yes	Improving Semantic Segmentation via Video Propag...	2018-12-04	Code
3	MapillaryAI	69.56	No	In-Place Activated BatchNorm for Memory-Optimize...	2017-12-07	Code
4	SIW	68.9	No	Scaling up Multi-domain Semantic Segmentation wi...	2022-02-04	-
5	AHiSS	61.24	No	Training of Convolutional Networks on Multiple H...	2018-03-15	Code
6	SegStereo	59.1	No	SegStereo: Exploiting Semantic Information for D...	2018-07-31	-
7	APMoE_seg	47.96	No	Pixel-wise Attentional Gating for Parsimonious P...	2018-05-03	Code

#1RPVNet [xu2021rpvnet]SOTA
80.7
Mean IoU (class)· 2023-03-22
Spherical Transformer for LiDAR-based 3D Recognition Code
#2DeepLabV3Plus + SDCNetAugSOTA
72.83
Mean IoU (class)· Extra Data· 2018-12-04
Improving Semantic Segmentation via Video Propagation and Label Relaxation Code
#3MapillaryAISOTA
69.56
Mean IoU (class)· 2017-12-07
In-Place Activated BatchNorm for Memory-Optimized Training of DNNs Code
#4SIW
68.9
Mean IoU (class)· 2022-02-04
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings
#5AHiSS
61.24
Mean IoU (class)· 2018-03-15
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation Code
#6SegStereo
59.1
Mean IoU (class)· 2018-07-31
SegStereo: Exploiting Semantic Information for Disparity Estimation
#7APMoE_seg
47.96
Mean IoU (class)· 2018-05-03
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Code