Semantic Segmentation on Pangaea Extended (50% train) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on Pangaea Extended (50% train)

82.39HLS Burns ScoreUNet Baseline

Evaluation Results

Method	Links
UNet Baseline2026.01		82.39	43.87	30.25	90.91	55.42	35.14	36.3	46.82	45.02	7.89
CROMA2026.01		81.52	57.68	32.33	90.57	48.01	38.3	42.2	59.31	28.19	5.11
Prithvi2026.01		80.89	40.79	33.13	89.69	40.27	33.43	42.51	49.45	29.27	9.33
S12-MAE2026.01		80.13	44.29	31.15	88.43	45.63	33.29	28.07	55.55	27.5	11.44
S12-DINO2026.01		80.12	40.42	35.71	88.93	44.85	32.76	31.13	55.14	25.68	12.33
S12-Data2Vec2026.01		79.82	41.22	33.42	86.58	46.73	32.61	28.53	56.94	25.84	11.89
S12-MoCo2026.01		79.79	42.9	32.59	89.22	46.92	34.45	41.32	56.21	28.38	8.89
THOR-Base2026.01		79.15	49.43	39.5	89.05	45.39	36.66	50.81	60.24	27.76	6.67
THOR-Small2026.01		79.14	52.14	38.2	90.42	44.99	36.64	45.41	59.46	27.95	7.11
THOR-Tiny2026.01		78.22	53.87	36.4	89.29	45.2	35	48.58	60.03	27.67	7.44
ViT Baseline2026.01		78.17	28.77	38.71	86.08	57.32	37.33	39.53	49.21	38.37	9
DOFA2026.01		78.02	55.21	28.6	88.39	36.9	39.2	30.93	47.06	26.69	11.78
THOR-Large2026.01		76.69	52.3	39.96	89.92	46.03	37.36	54.88	59.67	27.96	5.78
SpectralGPT2026.01		76.4	58	34.61	87.52	21.71	36.52	32.09	56.28	27.46	10.56
SatlasNet2026.01		75.97	52.24	16.78	89.45	46.04	36.34	35.29	60.74	27.08	10
Scale-MAE2026.01		75.47	46.87	23.26	72.54	62.11	32.6	20.32	61.24	26.4	12.33
GFM-Swin2026.01		74.36	63.37	20.41	71.61	63.14	31.25	31.42	59.83	28.43	10.33
RemoteCLIP2026.01		74.28	53.26	17.46	71.67	65.92	30.91	36.3	50.83	25.11	13.11