Semantic Segmentation on EarthMiss (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on EarthMiss (test)

37.6Background ScoreDH-ADNet

Evaluation Results

Method	Links
DH-ADNet2026.01		37.6	31.7	13.35	71.26	27.88	35.52	0	0	25.91	37.78
Baseline (Concat)2026.01		36.21	60.13	48.72	93.81	53.55	45.72	40.12	16.85	49.39	63.71
Baseline-OPT2026.01		35.92	60.7	44.18	94.81	50.31	44.81	41.32	21.07	49.14	62.76
ACN2026.01		31.5	9.7	3.7	77.66	27.15	23.92	0	0	21.66	30.13
Fine-tuning2026.01		30.81	37.07	18.08	72.86	12.82	27.01	0	2.43	25.13	35.1
ShaSpec2026.01		30.57	36.84	16.74	76.26	23.44	19.58	0	0.1	24.44	35.8
DML2026.01		30.56	16.9	11.84	70.9	11.76	26.63	0	0.5	21.14	30.5
DisOptNet2026.01		30.01	21.22	13.33	81.69	14.54	33.86	0	1.61	24.55	33.85
Hallnet2026.01		28.87	28.85	15.08	83.9	10.79	27.61	0	0.45	24.45	33.85
Baseline-SAR2026.01		28.72	18.1	13.42	83.12	13.14	28.34	0	2.79	23.45	31.42
MMANet2026.01		28.57	38.98	19.02	69.29	25.06	27.87	0	0.4	26.15	37.67
DMNet2026.01		27.52	33.97	13.33	64.29	21	35.17	0	0	24.41	35.35
MetaRS2026.01		26.23	47	23.67	85.62	31.82	35.26	0.29	4.26	31.77	41.56
RobustSAM2026.01		22.94	33.87	2.4	76.09	17.1	8.5	0	0	20.11	27.98
STARS2026.01		22.72	48.12	26.32	85.79	30.72	37.71	1.71	4.27	33.04	46.22