Hyperspectral Image Classification on Gulfport of Mississippi benchmark leaderboard · SOTA2 Research

Hyperspectral Image Classification on Gulfport of Mississippi

100Class 1 AccuracyMixerCA

Evaluation Results

Method	Links
MixerCA2026.04		100	99.88	68.04	97.42	86.34	97.9	95.28	91.6	93.6	—	—
Swin T.2026.04		82.29	97.28	36.07	94.95	77.23	96.14	89.91	80.66	86.34	14.17	0
MLP2026.04		78.86	97.83	48.4	71.55	77.42	94.68	86.58	78.12	81.67	19.04	0
3D-CNN2026.04		74.29	98.49	39.73	91.55	94.88	92.1	89.72	81.84	86.14	12.83	0
SVM2026.04		69.71	99.03	38.13	81.44	72.49	85.24	83.45	74.34	77.68	27.85	0
ViT2026.04		62.86	96.56	26.48	98.87	75.52	97.77	89.57	76.34	85.73	14.31	0
PMI-CNN2026.04		44.57	99.76	35.39	98.35	88.24	97.94	91.64	77.38	88.61	8.69	0
HybridnSN2026.04		42.86	98.91	75.34	87.01	82.92	99.01	92.37	81.01	89.57	8.22	0
Tri-CNN2026.04		17.71	98.31	39.5	99.9	88.43	93.48	89.32	72.89	85.46	14.42	0
2D-CNN2026.04		14.86	98.67	27.85	92.89	87.67	97.94	89.03	69.98	84.91	12.32	0