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Multiple-Choice Question (MCQ) on EarthMind-Bench Optical
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96.24
Scene Classification Accuracy
Earth-OneVision
38.6864
53.6282
68.57
83.5118
Jun 9, 2026
Scene Classification Accuracy
Object Existence Accuracy
Hallucination Detection Accuracy
Object Counting Accuracy
Spatial Relation Accuracy
Mean Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Scene Classification Accuracy
Object Existence Accuracy
Hallucination Detection Accuracy
Object Counting Accuracy
Spatial Relation Accuracy
Mean Average Score
Earth-OneVision
Number of Parameters=2B
2026.06
96.24
81.88
83.89
54.31
87.18
80.7
GPT-4o
Closed-source=true
2026.06
67.8
79.9
86.4
34
52.3
64.1
EarthMind
Number of Parameters=4B
2026.06
64.3
77.5
83.6
50.1
33.1
61.7
EarthDial
Number of Parameters=4B
2026.06
58.2
72.4
75.9
40.6
44.2
58.3
GeoPixel
Number of Parameters=7B
2026.06
55.3
67.8
73.6
33.5
34.7
53
GeoChat
Number of Parameters=7B
2026.06
40.9
51.8
46.8
18.9
19
35.5
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