Share your thoughts, 1 month free Claude Pro on usSee more

Hyperspectral Image Classification on Qingyun (test)

96.7Overall Accuracy (OA)

Mixer-SENet

Updated 1d ago

Evaluation Results

Method
Mixer-SENet 2026.06	96.7	97.25	93.92	83.32	99.81	96.86	96.06	95.46	95.64
MixerSENet 2026.06	96.7	-	-	-	-	-	-	95.46	95.64
Mixer-Net 2026.06	96.04	98.25	98.91	85.63	99.12	97.63	93.19	94.54	94.76
MixerNet 2026.06	96.04	-	-	-	-	-	-	94.54	94.76
3D-CNN 2026.06	95.91	96.95	96.85	61.53	98.59	97.22	94.74	90.98	94.58
3D-CNN 2026.06	95.91	-	-	-	-	-	-	90.98	94.58
SimPool-Former 2026.06	95.67	97.17	93.52	70.91	97.98	96.74	95.88	92.03	94.26
SimPoolFormer 2026.06	95.67	-	-	-	-	-	-	92.03	94.26
HSI-Former 2026.06	95.1	95.6	96.87	68.03	96.92	97.18	92.92	91.25	93.51
HSIFormer 2026.06	95.1	-	-	-	-	-	-	91.25	93.51
SS-MixNet 2025.11	93.86	95.6	94.63	45	97.75	95.46	92.55	86.83	91.86
Hybrid-KAN 2026.06	93.52	95.78	93.28	53.59	96.84	95.74	91.37	87.77	91.42
HybridKAN 2026.06	93.52	-	-	-	-	-	-	87.77	91.42
IP-SWIN 2025.11	93.14	93.32	94.18	48.97	97.54	95.98	92	86.55	90.9
3D-CNN 2025.11	92.42	93.81	93.95	43.29	96.81	95.07	90.04	85.5	89.96
Morph-Mamba 2026.06	91.64	95.25	84.91	50.8	98.4	96.44	90.29	86.02	88.9
MorphMamba 2026.06	91.64	-	-	-	-	-	-	86.02	88.9
SimPoolFormer 2025.11	90.57	95.08	88.47	42.32	97.43	89.31	90.56	83.86	87.48
HybridKAN 2025.11	89.72	93.99	90.08	21.72	91.71	91.38	87	79.31	86.36
2D-CNN 2025.11	88.32	94.95	81.54	26.87	98.16	92.3	85.41	79.87	84.48
ConvVitMamba 2026.04	81.66	92.23	82.76	50.99	76.97	73.55	78.15	75.78	75.88
HybridKAN 2026.04	80.82	92.15	74.42	39.86	73.88	77.82	78.03	72.69	74.67
WaveMamba 2026.04	79.83	91.4	81.42	42.36	89.31	67.98	77.88	75.06	73.42
DiffFormer 2026.04	79.44	91.34	80.09	35.14	90.4	68.77	77.11	73.81	72.95
2D-CNN 2026.04	79.34	92.2	75.47	44.17	87.48	68.95	78.5	74.46	72.72
MLP 2026.04	79	91.81	76.43	38.42	85.05	70.39	76.16	73.04	72.32
3D-CNN 2026.04	78.56	90.02	78.6	48.98	65.48	71.4	74.27	71.46	71.84
MorphMamba 2026.04	78.54	92	82.15	30.14	88.37	59.85	79.52	72	71.59
SVM 2026.04	78.41	93.56	75.85	5.19	82.71	64.25	79.57	66.86	71.29
HybridSN 2026.04	78.4	89.09	73.61	44.39	79.04	72.33	77.1	72.6	71.53
ViT 2026.04	78.31	91.54	80.88	33.97	85.23	63.06	77.23	71.99	71.39
SimPoolFormer 2026.04	78.22	93.78	70.54	62.33	86.87	77.66	67.72	76.48	71.6