Classification on GeoBench Classification benchmark leaderboard · SOTA2 Research

Classification on GeoBench Classification

94.16BEGeoRoPE

Evaluation Results

Method	Links
GeoRoPE2026.06		94.16	98.48	97.44	54.21	98.21	62.78	84.21	74.96
NormTuning2026.06		89.45	98.49	94.04	52.44	98.1	58.62	81.86	72.74
BitFit2026.06		89.41	98.3	95.82	50.6	97.99	57.2	81.55	72.81
SLR2026.06		88.86	98.3	97.2	53.74	98	61.56	82.94	73.82
LoRA2026.06		88.13	98.5	96.92	54.24	97.99	60.53	82.72	73.7
LP/UP2026.06		87.9	96.8	87	41.47	96.99	55.1	77.54	69.85
LP/UP2026.06		72.5	84.78	72.76	33.98	87.6	32.96	64.1	62.15
GeoRoPE2026.06		71.48	97.98	98.4	54.04	97.9	56.4	79.37	74.14
SLR2026.06		71.4	97.8	98.7	53.59	98	59.94	79.91	74.09
BitFit2026.06		70.43	97.39	98.63	53.14	97.39	52.43	78.24	72.71
LoRA2026.06		70.42	97.8	98.79	53.89	97.69	60.45	79.84	74.1
LP/UP2026.06		69.94	83.35	73.29	46.71	93.84	43	68.35	65.98
NormTuning2026.06		69.58	97.2	98.43	50	97.3	53.35	77.64	72.1
GeoRoPE2026.06		69.18	98	96.67	46.59	95.7	53.04	76.53	69.32
LoRA2026.06		68.37	97.49	94.73	46.71	95.29	47.57	75.03	68.21
NormTuning2026.06		68.23	91.69	79.11	35.03	90.49	40.97	67.59	63.71
SLR2026.06		68.12	97.2	96.05	47.75	94.9	53.04	76.06	68.95
BitFit2026.06		66.39	96.39	91.75	35.78	91.19	47.16	71.44	65.92