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Tree species classification on Alberta 2010 (test)

94.28Subalpine Fir Accuracy

Mamba-HSI

Updated 26d ago

Evaluation Results

Method	Links
Mamba-HSI 2026.05		94.28	99.34	72.68	73.3	89.54	96.46	82.48	99.93	95.05	90.43	89.23	86.44
GDS-Mamba 2026.05		89.41	100	89.02	82.6	94.88	98.09	82.46	100	97.71	93.94	92.68	91.31
ConvNeXt 2026.05		85.39	100	83.77	71.94	91.24	97.31	78.57	99.86	96.31	91.17	89.38	87.42
ViT 2026.05		84.98	100	82.38	63.51	92.55	96.34	72.8	100	95.06	90.14	87.51	85.96
SSEFN 2026.05		84.76	99.78	76.86	64.2	94.12	94.84	79.56	99.93	97.14	92.37	87.91	89.07
SwinT 2026.05		83.11	100	79.24	61.05	89.17	97.39	77.77	99.39	93.24	88.9	86.71	84.28
GRU 2026.05		75.86	100	81.55	73.41	86.46	95.37	70.76	99.12	93.03	86.72	86.17	81.46
SiT 2026.05		73.65	93.65	66.6	59.16	92.25	93.59	62.09	99.39	93.43	87.16	81.53	81.79
LSTM-DS 2026.05		68.05	98.91	77.55	66.9	85.79	95.66	73.04	98.78	89.78	85.41	83.83	79.64
RNN 2026.05		67.48	96.72	72.37	66.5	80.1	94.83	72.85	98.45	92.44	84.09	82.42	77.84
ConvLSTM 2026.05		36	96.72	50.66	55.23	90.62	94.74	70.39	99.26	94.72	87.79	76.48	82.71
ResNet-101 2026.05		35.41	54.92	10.85	4.06	91.26	15.18	85.59	23.16	85.31	81.33	45.08	72.74