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Scene Classification on UCMerced

98.63Accuracy

RS Agent

Updated 17d ago

Evaluation Results

Method	Links
RS Agent 2024.06		98.63
LHRS-Bot 2024.06		96.63
EarthDial (4B) 2026.06		92.42
GeoSolver 2026.03		92.38
Earth-OneVision (2B) 2026.06		91.83
VHM 2026.03		89.29
VHM (7B) 2026.06		89.29
GPT-4o 2026.06		88.76
ChatGPT-5 2026.03		88.57
Gemini-2.0-flash 2026.03		85.95
RS-EoT 2026.03		85.95
SkySenseGPT 2026.03		85
SkySenseGPT (7B) 2026.06		85
GeoChat (7B) 2026.06		84.43
GeoChat 2024.06		84.43
GLM-4.1V-Thinking 2026.03		82.86
EarthDial 2026.03		80.71
Qwen2.5-VL 2026.03		78.33
Kimi-VL-Thinking 2026.03		77.62
LLaVA-1.5 2024.06		68
Claude-sonnet-4 2026.03		67.86
MiniGPTv2 2024.06		62.9
Qwen-VL-Chat 2024.06		62.9
Qwen2.5-VL (3B) 2026.06		60.86
InternVL2 (8B) 2026.06		58.23
MiniGPT-v2 2026.03		32.86