Hyperspectral Image Classification on Qingyun (test) benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Qingyun (test)

96.7Overall Accuracy (OA)Mixer-SENet

Evaluation Results

Method	Links
Mixer-SENet2026.06		96.7	97.25	93.92	83.32	99.81	96.86	96.06	95.46	95.64
MixerSENet2026.06		96.7	—	—	—	—	—	—	95.46	95.64
Mixer-Net2026.06		96.04	98.25	98.91	85.63	99.12	97.63	93.19	94.54	94.76
MixerNet2026.06		96.04	—	—	—	—	—	—	94.54	94.76
3D-CNN2026.06		95.91	96.95	96.85	61.53	98.59	97.22	94.74	90.98	94.58
3D-CNN2026.06		95.91	—	—	—	—	—	—	90.98	94.58
SimPool-Former2026.06		95.67	97.17	93.52	70.91	97.98	96.74	95.88	92.03	94.26
SimPoolFormer2026.06		95.67	—	—	—	—	—	—	92.03	94.26
HSI-Former2026.06		95.1	95.6	96.87	68.03	96.92	97.18	92.92	91.25	93.51
HSIFormer2026.06		95.1	—	—	—	—	—	—	91.25	93.51
SS-MixNet2025.11		93.86	95.6	94.63	45	97.75	95.46	92.55	86.83	91.86
Hybrid-KAN2026.06		93.52	95.78	93.28	53.59	96.84	95.74	91.37	87.77	91.42
HybridKAN2026.06		93.52	—	—	—	—	—	—	87.77	91.42
IP-SWIN2025.11		93.14	93.32	94.18	48.97	97.54	95.98	92	86.55	90.9
3D-CNN2025.11		92.42	93.81	93.95	43.29	96.81	95.07	90.04	85.5	89.96
Morph-Mamba2026.06		91.64	95.25	84.91	50.8	98.4	96.44	90.29	86.02	88.9
MorphMamba2026.06		91.64	—	—	—	—	—	—	86.02	88.9
SimPoolFormer2025.11		90.57	95.08	88.47	42.32	97.43	89.31	90.56	83.86	87.48
HybridKAN2025.11		89.72	93.99	90.08	21.72	91.71	91.38	87	79.31	86.36
2D-CNN2025.11		88.32	94.95	81.54	26.87	98.16	92.3	85.41	79.87	84.48
ConvVitMamba2026.04		81.66	92.23	82.76	50.99	76.97	73.55	78.15	75.78	75.88
HybridKAN2026.04		80.82	92.15	74.42	39.86	73.88	77.82	78.03	72.69	74.67
WaveMamba2026.04		79.83	91.4	81.42	42.36	89.31	67.98	77.88	75.06	73.42
DiffFormer2026.04		79.44	91.34	80.09	35.14	90.4	68.77	77.11	73.81	72.95
2D-CNN2026.04		79.34	92.2	75.47	44.17	87.48	68.95	78.5	74.46	72.72
MLP2026.04		79	91.81	76.43	38.42	85.05	70.39	76.16	73.04	72.32
3D-CNN2026.04		78.56	90.02	78.6	48.98	65.48	71.4	74.27	71.46	71.84
MorphMamba2026.04		78.54	92	82.15	30.14	88.37	59.85	79.52	72	71.59
SVM2026.04		78.41	93.56	75.85	5.19	82.71	64.25	79.57	66.86	71.29
HybridSN2026.04		78.4	89.09	73.61	44.39	79.04	72.33	77.1	72.6	71.53
ViT2026.04		78.31	91.54	80.88	33.97	85.23	63.06	77.23	71.99	71.39
SimPoolFormer2026.04		78.22	93.78	70.54	62.33	86.87	77.66	67.72	76.48	71.6