Fine-grained mask generation on GeoHeight-Bench (test) benchmark leaderboard · SOTA2 Research

Fine-grained mask generation on GeoHeight-Bench (test)

16.03mIoU (Obj IE)GeoHeightChat

Evaluation Results

Method	Links
GeoHeightChat2026.03		16.03	31.23	30.23	33.14	62.04	52.83	37.58	25.52	37.33	44.76	41.03	67.88	66.02	47.09
LISA2026.03		13.35	26.45	30.77	28.76	53.41	44.06	32.8	18.81	31.51	44.23	40.58	60.72	58.11	42.33
PixelLM2026.03		11.36	14.42	20.22	12.29	34.88	32.44	20.94	11.86	13.52	24.46	19.7	36.76	39.56	24.31
LISA2026.03		10.24	15.96	19.97	14.22	30.64	33.77	20.8	11.62	17.45	21.99	20.34	33.73	40.86	24.34
PixelLM2026.03		8.84	9.55	18.02	11.64	23.64	15.82	14.58	9	6.76	19.47	18.03	28.03	25.12	17.73
LISA2026.03		6.2	12.91	18.75	12.3	23.2	33.88	17.87	8.09	13.71	21.6	16.13	26.34	41.79	21.28