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Hyperspectral Image Classification On Indian

评估指标

Overall Accuracy

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
Deep Matrix Capsules99.93%Hyperspectral Image Classification Using Deep Matrix Capsules-
SpectralNET99.86%SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification
FSKNet99.83%Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks
HybridSN99.81%HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification
JigsawHSI99.74JigsawHSI: a network for Hyperspectral Image classification
SSDGL99.63%A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification
A2S2K-ResNet99.57 %Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification-
Recurrent 3D-CNN99.50%Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field-
A-SPN99.24%Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification-
AMS-M2ESL98.38±0.38%Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Representation for Hyperspectral Image Classification-
CVSSN98.18±0.27%Exploring the Relationship between Center and Neighborhoods: Central Vector oriented Self-Similarity Network for Hyperspectral Image Classification-
BASSNet96.77%BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification
CNN-MRF96.12%Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network
St-SS-pGRU90.35%Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classification
HyLITE89.80Locality-Aware Hyperspectral Classification
SSBC-Discrete Cosine Transform-Based Joint Spectral-Spatial Information Compression and Band Correlation Calculation for Hyperspectral Feature Extraction-
CA-GAN-Generative Adversarial Networks Based on Collaborative Learning and Attention Mechanism for Hyperspectral Image Classification-
3D-CNN-Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network-
3D VS-CNN-Hyperspectral Image Classification of Convolutional Neural Network Combined with Valuable Samples-
S-DMM-Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification-
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Hyperspectral Image Classification On Indian | SOTA | HyperAI超神经