Semantic Segmentation on GeoBench Segmentation benchmark leaderboard · SOTA2 Research

Semantic Segmentation on GeoBench Segmentation

70.4CWGeoRoPE

Evaluation Results

Method	Links
GeoRoPE2026.06		70.4	58.48	84.28	68.75	95	36.56	68.91	74.14
SLR2026.06		69.38	57.95	84.28	67.7	94.85	35.51	68.28	74.09
LoRA2026.06		68.99	57.93	84.23	68.68	94.82	35.52	68.36	74.1
LoRA2026.06		68.61	55.97	75.26	60.56	94.14	33.57	64.69	73.7
GeoRoPE2026.06		68.48	59.19	75.45	61.54	94.39	35.19	65.71	74.96
SLR2026.06		68.19	56.16	75.29	60.34	94.1	34.1	64.7	73.82
BitFit2026.06		67.06	55.64	74.99	59.23	94.03	33.48	64.07	72.81
BitFit2026.06		66.86	58.02	83.74	65.75	94.11	34.68	67.19	72.71
NormTuning2026.06		66.38	55.49	74.78	58.39	93.81	32.88	63.62	72.74
NormTuning2026.06		65.71	57.59	83.5	65.43	93.57	33.55	66.56	72.1
GeoRoPE2026.06		61.23	57.21	73.43	61.86	92.43	26.49	62.11	69.32
LP/UP2026.06		61.2	57.4	73.8	56.92	92.6	31	62.15	69.85
LoRA2026.06		59.96	55.09	73.24	61.73	92.55	25.79	61.39	68.21
SLR2026.06		59.32	54.59	73.26	65.12	92.48	26.31	61.85	68.95
BitFit2026.06		58.74	55.27	72.6	55.49	90.88	29.43	60.4	65.92
NormTuning2026.06		58.48	55.33	72.83	53.08	90.72	28.54	59.83	63.71
LP/UP2026.06		58.34	56.96	72.6	53.47	90.63	29.16	60.19	62.15
LP/UP2026.06		43.8	57.62	83.26	63.46	92.73	33.76	62.44	65.98