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Open-Vocabulary Generalization on Remote Sensing Categories Unseen (test)
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62.54
Plane Accuracy
VecLang
13.7744
26.4347
39.095
51.7553
Jun 9, 2026
Plane Accuracy
Soccer Accuracy
Pool Accuracy
Tennis Accuracy
Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Plane Accuracy
Soccer Accuracy
Pool Accuracy
Tennis Accuracy
Mean Accuracy
VecLang
Vector=true
2026.06
62.54
52.89
81
92
78.22
SAM3
Vector=false
2026.06
55.18
11.98
18.34
39.49
31.25
SegEarth-OV3
Vector=false
2026.06
53.3
16.44
45.87
48.11
40.93
UniGeoSeg
Vector=false
2026.06
36.81
78.75
0.16
46.6
40.58
SegEarth-OV
Vector=false
2026.06
34.79
54.08
22.68
24.62
34.04
Base VLM (Qwen3-VL-4B)
Vector=true
2026.06
15.65
20.58
19.52
17.62
18.34
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