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Benchmarks
In-context Object Localization on PerSeg
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97.5
mIoU
FOCUS
62.036
71.243
80.45
89.657
May 29, 2026
mIoU
Updated 2d ago
Evaluation Results
Method
Method
Links
mIoU
FOCUS
shots=4-shot
2026.05
97.5
FOCUS
shots=2-shot
2026.05
96.6
Qwen2-VL-72B
shots=4-shot
2026.05
95.8
FOCUS
shots=1-shot
2026.05
95.5
Qwen2-VL-72B
shots=2-shot
2026.05
92.6
Qwen2-VL-72B
shots=1-shot
2026.05
91.5
IPLoc (7B)
shots=1-shot
2026.05
84.1
IPLoc (7B)
shots=2-shot
2026.05
83.1
IPLoc (7B)
shots=4-shot
2026.05
79.4
Qwen2-VL-7B
shots=2-shot
2026.05
65.7
Qwen2-VL-7B
shots=1-shot
2026.05
64
Qwen2-VL-7B
shots=4-shot
2026.05
63.4
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