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Benchmarks
Earth-science reasoning on MSEarthMCQ
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61.8
Accuracy
GPT-5
35.8
42.55
49.3
56.05
May 21, 2026
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Accuracy
GPT-5
Model Type=Closed-Source
2026.05
61.8
Gemini-2.5-Pro
Model Type=Closed-Source
2026.05
55.8
Kimi-K2.5
Model Type=Open-Source...
2026.05
55
GLM-4.6V
Model Type=Open-Source...
2026.05
54.2
Gemini-2.5-Flash
Model Type=Closed-Source
2026.05
54
MAESTRO
Model Type=Ours
2026.05
52.4
Qwen3-VL-32B
Model Type=Open-Source...
2026.05
51
Visual-ARFT
Model Type=Think with...
2026.05
46.6
DeepEyes-v2
Model Type=Think with...
2026.05
46.4
PixelReasoner
Model Type=Think with...
2026.05
46.2
VisionReasoner
Model Type=Think with...
2026.05
45.8
VTOOL-R1
Model Type=Think with...
2026.05
45.4
VTS-V
Model Type=Think with...
2026.05
45.4
DeepEyes
Model Type=Think with...
2026.05
45
Chain-of-Focus
Model Type=Think with...
2026.05
44.2
MathCoder-VL
Model Type=Think with...
2026.05
43.8
Thyme
Model Type=Think with...
2026.05
42.2
GPT-4o
Model Type=Closed-Source
2026.05
42
Direct Answering
Model Type=Open-Source...
2026.05
39.8
Untrained Model
Model Type=Open-Source...
2026.05
36.8
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