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Semantic Segmentation on PANGAEA Evaluation protocol

84.51BurnSr

UNet Baseline

Updated 1mo ago

Evaluation Results

Method	Links
UNet Baseline 2025.04		84.51	54.79	31.6	91.42	60.47	39.46	47.57	62.09	46.34	57.58	4.89
Prithvi 1.0 100M 2025.04		83.62	49.98	33.93	90.37	46.81	27.86	43.07	56.54	26.86	51	11
TerraMindv1-L 2025.04		82.93	75.57	43.13	90.78	63.38	37.89	55.04	59.98	27.47	59.57	3.44
CROMA 2025.04		82.42	67.55	32.32	90.89	51.83	38.29	49.38	59.28	25.65	55.29	6.61
TerraMindv1-B 2025.04		82.42	69.52	40.51	90.62	59.72	37.87	55.8	60.61	28.12	58.35	3.94
S.-S12-MAE 2025.04		81.91	49.9	32.03	87.79	51.92	34.08	45.8	57.13	24.69	51.69	12.39
S.-S12-Data2Vec 2025.04		81.91	44.36	34.32	88.15	48.82	35.9	54.03	58.23	24.23	52.22	10.72
S.-S12-DINO 2025.04		81.72	49.37	36.18	88.61	51.15	34.81	48.66	56.47	25.62	52.51	10.89
S.-S12-MoCo 2025.04		81.58	51.76	34.49	89.26	53.02	35.44	48.58	57.64	25.38	53.02	10.06
ViT Baseline 2025.04		81.58	48.19	38.53	87.66	59.32	36.83	44.08	52.57	38.37	54.13	10.28
DOFA 2025.04		80.63	59.58	30.02	89.37	43.18	39.29	51.33	61.84	27.07	53.59	8.22
SpectralGPT 2025.04		80.47	57.99	35.44	89.07	33.42	37.85	46.95	58.86	26.75	51.87	10.11
SatlasNet 2025.04		79.96	55.86	17.51	90.3	50.97	36.31	46.97	61.88	25.13	51.65	10.67
GFM-Swin 2025.04		76.9	64.71	21.24	72.6	67.18	34.09	46.98	60.89	27.19	52.42	10
Scale-MAE 2025.04		76.68	57.32	24.55	74.13	67.19	35.11	25.42	62.96	21.47	49.43	11.44
RemoteCLIP 2025.04		76.59	60	18.23	74.26	69.19	31.78	52.05	57.76	25.12	51.66	11.22