10-shot image generation on Vaihingen

Metric: mIoU (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	CMX	82.87	No	CMX: Cross-Modal Fusion for RGB-X Semantic Segme...	2022-03-09	Code
2	LMFNet-2 (	82.49	No	LMFNet: An Efficient Multimodal Fusion Approach ...	2024-04-21	-
3	SA-Gate	81.03	No	Bi-directional Cross-Modality Feature Propagatio...	2020-07-17	Code
4	V-FuseNet	79.56	No	Beyond RGB: Very High Resolution Urban Remote Se...	2017-11-23	Code
5	UnetFormer	77.24	No	UNetFormer: A UNet-like Transformer for Efficien...	2021-09-18	Code
6	SegFormer-B1	76.92	No	SegFormer: Simple and Efficient Design for Seman...	2021-05-31	Code
7	PSPNet	76.79	No	Pyramid Scene Parsing Network	2016-12-04	Code
8	HRNet-48	76.75	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
9	SegFormer-B2	76.69	No	SegFormer: Simple and Efficient Design for Seman...	2021-05-31	Code
10	HRNet-18	75.9	No	Deep High-Resolution Representation Learning for...	2019-08-20	Code
11	SegFormer-B0	75.57	No	SegFormer: Simple and Efficient Design for Seman...	2021-05-31	Code
12	FPN	74.86	No	Feature Pyramid Networks for Object Detection	2016-12-09	Code
13	DeepLabV3+	72.9	No	Encoder-Decoder with Atrous Separable Convolutio...	2018-02-07	Code