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Benchmarks
Open world region level image recognition on PACO
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88.5
Semantic Similarity
WOW-Seg
41.804
53.927
66.05
78.173
May 16, 2026
Semantic Similarity
Semantic IoU
Updated 2mo ago
Evaluation Results
Method
Method
Links
Semantic Similarity
Semantic IoU
WOW-Seg
Params=1B
2026.05
88.5
79.2
PAM
Params=3B
2026.05
87.4
74.9
PAM
Params=1.5B
2026.05
85.1
73.5
DAM
Params=8B
2026.05
84.2
73.2
VP-SPHINX
Params=13B
2026.05
76.8
51.3
VP-LLAVA
Params=8B
2026.05
75.7
50
Osprey
Params=7B
2026.05
73.1
52.7
GPT4RoI
Params=7B
2026.05
48
12.1
Shikra
Params=7B
2026.05
43.6
11.4
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