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Benchmarks
Pseudo-label generation quality on IRSTD-1K
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71.63
mIoU
PAMG
50.0812
55.6756
61.27
66.8644
Mar 17, 2026
mIoU
Performance Gap
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU
Performance Gap
PAMG
Setting=Blind
2026.03
71.63
-
MCLC
Setting=Prior
2026.03
71.33
-
MCLC
Setting=Blind
2026.03
66.97
-
MCGC
Setting=Prior
2026.03
63.62
-
MCGC
Setting=Blind
2026.03
63.26
-
HMG
Setting=Prior
2026.03
61.75
-
SAM
Setting=Prior
2026.03
57.53
-
SAM
Setting=Blind
2026.03
56.84
-
HMG
Setting=Blind
2026.03
50.91
-
MCLC
Setting=Δ
2026.03
-
-4.36
MCGC
Setting=Δ
2026.03
-
-0.36
HMG
Setting=Δ
2026.03
-
-10.84
SAM
Setting=Δ
2026.03
-
-0.69
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