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Benchmarks
Pseudo-label generation quality on NUDT-SIRST
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75.11
mIoU
PAMG
55.1836
60.3568
65.53
70.7032
Mar 17, 2026
mIoU
Performance Gap (Δ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU
Performance Gap (Δ)
PAMG
Setting=Blind
2026.03
75.11
-
MCGC
Setting=Prior
2026.03
73.04
-
MCGC
Setting=Blind
2026.03
70.93
-
MCLC
Setting=Prior
2026.03
69.44
-
HMG
Setting=Prior
2026.03
69.19
-
SAM
Setting=Prior
2026.03
66.28
-
SAM
Setting=Blind
2026.03
66.15
-
MCLC
Setting=Blind
2026.03
62.69
-
HMG
Setting=Blind
2026.03
55.95
-
MCLC
Setting=Δ
2026.03
-
-6.75
MCGC
Setting=Δ
2026.03
-
-2.11
HMG
Setting=Δ
2026.03
-
-13.24
SAM
Setting=Δ
2026.03
-
-0.13
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