Semantic Segmentation on iSAID

Metric: mIoU (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mIoU▼	Extra Data	Paper	Date↕	Code
1	SegNeXt-L	70.3	No	SegNeXt: Rethinking Convolutional Attention Desi...	2022-09-18	Code
2	SegNeXt-B	69.9	No	SegNeXt: Rethinking Convolutional Attention Desi...	2022-09-18	Code
3	AerialFormer-B	69.3	No	AerialFormer: Multi-resolution Transformer for A...	2023-06-12	Code
4	SegNeXt-S	68.8	No	SegNeXt: Rethinking Convolutional Attention Desi...	2022-09-18	Code
5	AerialFormer-S	68.4	No	AerialFormer: Multi-resolution Transformer for A...	2023-06-12	Code
6	SegNeXt-T	68.3	No	SegNeXt: Rethinking Convolutional Attention Desi...	2022-09-18	Code
7	FarSeg++@MiT-B2	67.9	No	-	-	Code
8	FarSeg++@ResNet-50	67.6	No	-	-	Code
9	AerialFormer-T	67.5	No	AerialFormer: Multi-resolution Transformer for A...	2023-06-12	Code
10	DeepLabV3 with R-50	67.03	No	Resolution-Aware Design of Atrous Rates for Sema...	2023-07-26	-
11	FarSeg++@Swin-T	66.3	No	-	-	Code
12	IMP-ViTAEv2-S-UperNet	65.3	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
13	FactSeg@ResNet-50	64.79	No	-	-	Code
14	ViTAE-B + RVSA-UperNet	64.49	No	Advancing Plain Vision Transformer Towards Remot...	2022-08-08	Code
15	RSP-ViTAEv2-S-UperNet	64.3	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
16	RSP-Swin-T-UperNet	64.1	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code
17	ViT-B + RVSA-UperNet	63.85	No	Advancing Plain Vision Transformer Towards Remot...	2022-08-08	Code
18	FarSeg@ResNet-50	63.71	No	Foreground-Aware Relation Network for Geospatial...	2020-11-19	Code
19	RSP-ResNet-50-UperNet	61.6	No	An Empirical Study of Remote Sensing Pretraining	2022-04-06	Code