Tree species classification on Alberta 2010 (test) benchmark leaderboard · SOTA2 Research

Tree species classification on Alberta 2010 (test)

94.28Subalpine Fir AccuracyMamba-HSI

Evaluation Results

Method	Links
Mamba-HSI2026.05		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-Mamba2026.05		89.41	100	89.02	82.6	94.88	98.09	82.46	100	97.71	93.94	92.68	91.31
ConvNeXt2026.05		85.39	100	83.77	71.94	91.24	97.31	78.57	99.86	96.31	91.17	89.38	87.42
ViT2026.05		84.98	100	82.38	63.51	92.55	96.34	72.8	100	95.06	90.14	87.51	85.96
SSEFN2026.05		84.76	99.78	76.86	64.2	94.12	94.84	79.56	99.93	97.14	92.37	87.91	89.07
SwinT2026.05		83.11	100	79.24	61.05	89.17	97.39	77.77	99.39	93.24	88.9	86.71	84.28
GRU2026.05		75.86	100	81.55	73.41	86.46	95.37	70.76	99.12	93.03	86.72	86.17	81.46
SiT2026.05		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-DS2026.05		68.05	98.91	77.55	66.9	85.79	95.66	73.04	98.78	89.78	85.41	83.83	79.64
RNN2026.05		67.48	96.72	72.37	66.5	80.1	94.83	72.85	98.45	92.44	84.09	82.42	77.84
ConvLSTM2026.05		36	96.72	50.66	55.23	90.62	94.74	70.39	99.26	94.72	87.79	76.48	82.71
ResNet-1012026.05		35.41	54.92	10.85	4.06	91.26	15.18	85.59	23.16	85.31	81.33	45.08	72.74