Semantic Segmentation on Pangaea 10% (train) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on Pangaea 10% (train)

83.35HLS BurnsSpectralGPT

Evaluation Results

Method	Links
SpectralGPT2026.01		83.35	20.29	34.53	83.12	39.51	35.33	31.06	36.31	37.35	10
UNet Baseline2026.01		79.46	24.3	29.53	88.55	52.58	35.59	13.88	46.08	34.84	8.11
Prithvi2026.01		77.73	21.24	33.56	86.28	29.98	32.28	27.71	36.78	35.04	11.67
Terramind-B2026.01		77.39	44.06	39.96	84.43	54	37.35	35.65	43.21	38.59	4.56
THOR-Small2026.01		77.29	42.64	38.48	84.21	42.81	35.31	40.39	59.41	12.31	6.56
THOR-Base2026.01		76.9	40.67	38.93	86.29	42.8	35.21	42.23	55.93	38.9	4.67
S12-MAE2026.01		76.6	18.44	31.06	84.81	35.56	30.59	35.29	40.51	23.6	13
CROMA2026.01		76.44	32.44	32.8	87.22	37.39	36.08	36.77	42.15	38.48	7.44
THOR-Tiny2026.01		75.98	37.63	36.26	82.7	42.81	34.03	37.82	58.52	38.56	7.11
S12-DINO2026.01		75.93	23.47	36.62	84.95	34.63	32.78	38.44	41.15	37.91	9.78
ViT Baseline2026.01		75.92	10.18	38.44	81.85	56.53	35.39	27.76	36.01	39.2	10.11
THOR-Large2026.01		75.57	36.43	39.21	87.34	43.51	36.1	36.77	55.79	18.26	6.44
Scale-MAE2026.01		75.47	21.47	22.86	64.74	48.75	35.27	13.44	49.68	26.66	12.33
SatlasNet2026.01		74.79	29.87	16.76	83.92	37.86	34.64	29.08	49.78	13.91	12.11
S12-Data2Vec2026.01		74.38	17.86	33.09	81.91	37.27	33.63	34.11	40.66	22.85	13.89
S12-MoCo2026.01		73.11	19.47	32.51	79.58	35.57	32.24	36.54	49.46	37.97	12.44
DOFA2026.01		71.98	23.77	27.68	82.84	27.82	39.15	29.91	46.1	27.74	11.78
RemoteCLIP2026.01		69.4	20.57	17.19	62.22	56.23	34.43	19.86	43.11	23.85	13.89
GFM-Swin2026.01		67.23	28.19	21.47	62.57	55.58	28.16	27.21	39.48	32.88	14.11