Nearest POI Spatial Grounding on BJ benchmark leaderboard · SOTA2 Research

Nearest POI Spatial Grounding on BJ

76.15Hit@5Qwen2.5-VL-3B

Evaluation Results

Method	Links
Qwen2.5-VL-3B2026.02		76.15	63.14
Qwen2.5-VL-7B2026.02		76.15	65.19
UGE2026.02		75.38	68.76
UGE2026.02		72.31	66.75
UGE2026.02		71.15	66.14
UGE2026.02		70.77	63.01
UGE2026.02		70.62	59.89
UGE2026.02		70.38	67.17
Qwen2-VL-2B2026.02		66.92	58.65
UGE2026.02		65.38	56.67
UGE2026.02		65	59.34
GME-2B2026.02		64.62	37.54
LLaVA1.62026.02		63.08	52.46
VLM2Vec-2B2026.02		59.23	52.92
Qwen2-VL-7B2026.02		58.08	51.02
Phi3-V2026.02		53.46	48.45
Qwen2.5-VL-3B2026.02		44.62	42.79
LLaVA1.62026.02		43.46	38.46
UGE2026.02		36.15	35.15
UGE2026.02		33.46	30.46
UGE2026.02		31.92	30.45
Qwen2-VL-7B2026.02		30.38	29.04
UGE2026.02		29.62	28.54
UGE2026.02		29.23	27.52
Qwen2-VL-2B2026.02		27.69	26.09
UGE2026.02		21.92	20.81
GME-2B2026.02		21.92	13.83
UGE2026.02		21.54	21.54
UGE2026.02		19.62	17.54
Phi3-V2026.02		18.46	16.06
Qwen2.5-VL-7B2026.02		12.69	10.15
VLM2Vec-2B2026.02		9.62	8.02