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ResearchFormerly WizWand

Semantic Segmentation on Pangaea benchmark

87.34HLSEoS-FM Small

Evaluation results

Method	Links
EoS-FM Small2025.11		87.34	62.93	19.35	90.29	57.56	65.94	32.95	49.14	63.17	38.46	40.2	5.13
EoS-FM2025.11		87.01	61.96	30.3	89.32	59.79	70.18	35.15	52.76	63.84	44.1	40.22	4.58
UNet2025.11		84.51	54.79	31.6	91.42	58.68	60.47	39.46	47.57	62.09	46.34	40.39	6.01
Prithvi2025.11		83.62	49.98	33.93	90.37	49.35	46.81	27.86	43.07	56.54	26.86	39.99	12.2
TerraMind Large2025.11		82.93	75.57	43.13	90.78	—	63.38	37.89	55.04	59.98	27.47	—	4.65
CROMA2025.11		82.42	67.55	32.32	90.89	53.27	51.83	38.29	49.38	59.28	25.65	36.81	8.05
S12-MAE2025.11		81.91	49.9	32.03	87.79	50.44	51.92	34.08	45.8	57.13	24.69	41.07	11.56
S12-Data2Vec2025.11		81.91	44.36	34.32	88.15	51.36	48.82	35.9	54.03	58.23	24.23	41.91	11.2
S12-DINO2025.11		81.72	49.37	36.18	88.61	50.56	51.15	34.81	48.66	56.47	25.62	41.23	10.78
S12-MoCo2025.11		81.58	51.76	34.49	89.26	51.59	53.02	35.44	48.58	57.64	25.38	40.21	10.37
ViT-B2025.11		81.58	48.19	38.53	87.66	57.43	59.32	36.83	44.08	52.57	38.37	38.55	8.78
DOFA2025.11		80.63	59.58	30.02	89.37	59.64	43.18	39.29	51.33	61.84	27.07	42.81	9.41
SpectralGPT2025.11		80.47	57.99	35.44	89.07	48.4	33.42	37.85	46.95	58.86	26.75	36.11	11.23
SatlasNet2025.11		79.96	55.86	17.51	90.3	52.23	50.97	36.31	46.97	61.88	25.13	41.67	11.64
Thor Large2025.11		79.47	53.73	39.88	89.55	—	47.62	37.29	60.75	59.71	—	26.75	9.25
GFM-Swin2025.11		76.9	64.71	21.24	72.6	59.15	67.18	34.09	46.98	60.89	27.19	46.83	10.97
Scale-MAE2025.11		76.68	57.32	24.55	74.13	60.72	67.19	35.11	25.42	62.96	21.47	47.15	13.11
RemoteCLIP2025.11		76.59	60	18.23	74.26	57.41	69.19	31.78	52.05	57.76	25.12	49.79	11.82