Share your thoughts, 1 month free Claude Pro on usSee more

Semantic Segmentation on Pangaea benchmark

87.34HLS

EoS-FM Small

Updated 3mo ago

Evaluation Results

Method	Links
EoS-FM Small 2025.11		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-FM 2025.11		87.01	61.96	30.3	89.32	59.79	70.18	35.15	52.76	63.84	44.1	40.22	4.58
UNet 2025.11		84.51	54.79	31.6	91.42	58.68	60.47	39.46	47.57	62.09	46.34	40.39	6.01
Prithvi 2025.11		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 Large 2025.11		82.93	75.57	43.13	90.78	-	63.38	37.89	55.04	59.98	27.47	-	4.65
CROMA 2025.11		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-MAE 2025.11		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-Data2Vec 2025.11		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-DINO 2025.11		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-MoCo 2025.11		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-B 2025.11		81.58	48.19	38.53	87.66	57.43	59.32	36.83	44.08	52.57	38.37	38.55	8.78
DOFA 2025.11		80.63	59.58	30.02	89.37	59.64	43.18	39.29	51.33	61.84	27.07	42.81	9.41
SpectralGPT 2025.11		80.47	57.99	35.44	89.07	48.4	33.42	37.85	46.95	58.86	26.75	36.11	11.23
SatlasNet 2025.11		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 Large 2025.11		79.47	53.73	39.88	89.55	-	47.62	37.29	60.75	59.71	-	26.75	9.25
GFM-Swin 2025.11		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-MAE 2025.11		76.68	57.32	24.55	74.13	60.72	67.19	35.11	25.42	62.96	21.47	47.15	13.11
RemoteCLIP 2025.11		76.59	60	18.23	74.26	57.41	69.19	31.78	52.05	57.76	25.12	49.79	11.82