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Benchmarks
Remote Sensing Classification on fMoW
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56.56
Top-1 Accuracy
LHRS-Bot
3.1456
17.0128
30.88
44.7472
Dec 30, 2025
Top-1 Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
LHRS-Bot
LLM=LLaMA-2-7B
2025.12
56.56
MF-RSVLM
LLM=Vicuna-1.5-7B
2025.12
52.35
EarthDial
LLM=Phi-3-mini
2025.12
49.3
MiniCPM-V-2.6
LLM=Qwen2-7B
2025.12
22.25
Qwen2.5-VL
LLM=Qwen2.5-7B
2025.12
20.1
GeoChat
LLM=Vicuna-1.5-7B
2025.12
19.95
InternVL2.5
LLM=InternLM-2.5
2025.12
19.55
InternVL3.5
LLM=InternVL3.5
2025.12
19.15
mPLUG-OWL2
LLM=LLaMA-2-7B
2025.12
17.85
Phi-3.5-Vision
LLM=Phi-3.5
2025.12
13.05
LLaVA-1.5
LLM=Vicuna-1.5-7B
2025.12
11.43
InternLM-XCompose
LLM=InternLM-7B
2025.12
11.28
Qwen-VL
LLM=Qwen-7B
2025.12
6.89
InstructBLIP
LLM=Vicuna-7B
2025.12
6.71
MiniGPTv2
LLM=LLaMA-2-7B
2025.12
5.2
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