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Benchmarks
Single-Object Detection on PASCAL VOC 2012 (test)
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45.19
mIoU
MULTI-VQGAN
24.6604
29.9902
35.32
40.6498
Jan 15, 2026
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
mIoU
MULTI-VQGAN
Type=Fusion, K=16
2026.01
45.19
CONDENSER
Type=Fusion, K=16
2026.01
44.64
MULTI-VQGAN
Type=Fusion, K=8
2026.01
43.67
InMeMo
Type=Single Prompt Sel...
2026.01
43.21
CONDENSER
Type=Fusion, K=8
2026.01
41.36
Partial2Global
Type=Voting
2026.01
32.52
Partial2Global
Type=Single Prompt Sel...
2026.01
30.66
Prompt-Self
Type=Voting
2026.01
29.83
Task-Level Prompting
Type=Single Prompt Sel...
2026.01
29.03
SupPR
Type=Single Prompt Sel...
2026.01
28.22
Prompt-Self
Type=Single Prompt Sel...
2026.01
28.08
UnsupPR
Type=Single Prompt Sel...
2026.01
26.84
Random
Type=Single Prompt Sel...
2026.01
25.45
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