Earth Observation Segmentation on PANGAEA suite 100% (train) benchmark leaderboard · SOTA2 Research

Earth Observation Segmentation on PANGAEA suite 100% (train)

85.1HLS Burns ScoreSpectralEarth-FM-a

Evaluation Results

Method	Links
SpectralEarth-FM-a2026.05		85.1	57.52	43.28	91.08	37.77	62.16	28.44	3.43
U-Net Baseline2026.05		84.51	54.79	31.6	91.42	39.46	62.09	46.34	4.57
SpectralEarth-FM-s2026.05		84.35	64.02	44.85	90.44	36	61.79	27.53	4.86
Prithvi2026.05		83.62	49.98	33.93	90.37	27.86	56.54	26.86	10.86
CROMA2026.05		82.42	67.55	32.32	90.89	38.29	59.28	25.65	6.43
TerraMindv1-B2026.05		82.42	69.52	40.51	90.62	37.87	60.61	28.12	4.29
S12-MAE2026.05		81.91	49.9	32.03	87.79	34.08	57.13	24.69	13.57
S12-Data2Vec2026.05		81.91	44.36	34.32	88.15	35.9	58.23	24.23	12.43
S12-DINO2026.05		81.72	49.37	36.18	88.61	34.81	56.47	25.62	12.29
S12-MoCo2026.05		81.58	51.76	34.49	89.26	35.44	57.64	25.38	11.29
ViT Baseline2026.05		81.58	48.19	38.53	87.66	36.83	52.57	38.37	10.71
DOFA2026.05		80.63	59.58	30.02	89.37	39.29	61.84	27.07	7.86
SpectralGPT2026.05		80.47	57.99	35.44	89.07	37.85	58.86	26.75	9
SatlasNet2026.05		79.96	55.86	17.51	90.3	36.31	61.88	25.13	10.86
THOR-B2026.05		79.65	51.48	40.76	89.44	37.57	59.87	26.29	9.29
GFM-Swin2026.05		76.9	64.71	21.24	72.6	34.09	60.89	27.19	11.57
Scale-MAE2026.05		76.68	57.32	24.55	74.13	35.11	62.96	21.47	12.86
RemoteCLIP2026.05		76.59	60	18.23	74.26	31.78	57.76	25.12	14.43