ResearchBenchmarksOpen world region level image recognition on PACOFollow88.5Semantic SimilarityWOW-Seg41.80453.92766.0578.173May 16, 2026Evaluation ResultsMethodMethodLinksSemantic SimilaritySemantic IoUWOW-SegParams=1BParams=1B2026.0588.579.2PAMParams=3BParams=3B2026.0587.474.9PAMParams=1.5BParams=1.5B2026.0585.173.5DAMParams=8BParams=8B2026.0584.273.2VP-SPHINXParams=13BParams=13B2026.0576.851.3VP-LLAVAParams=8BParams=8B2026.0575.750OspreyParams=7BParams=7B2026.0573.152.7GPT4RoIParams=7BParams=7B2026.054812.1ShikraParams=7BParams=7B2026.0543.611.4