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ResearchFormerly WizWand

Visual Spatial Reasoning on VSR

88.87AccuracyQwen3-VL-32B
52.875662.220371.56580.9097May 9, 2026May 16, 2026May 24, 2026May 31, 2026Jun 8, 2026Jun 15, 2026Jun 23, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Qwen3-VL-32BToken Ratio=100%2026.0588.87
CDPrunerToken Ratio=60%2026.0588.46
VisionZipToken Ratio=60%2026.0588.38
F3AToken Ratio=60%2026.0588.22
DivPruneToken Ratio=60%2026.0587.89
FastVToken Ratio=60%2026.0587.15
VisionZipToken Ratio=40%2026.0586.58
F3AToken Ratio=40%2026.0586.58
CDPrunerToken Ratio=40%2026.0586.5
DivPruneToken Ratio=40%2026.0586.25
InternVL3.5-38BRatio=100%, Backbone=InternVL3.5-38B2026.0584.04
F3AToken Ratio=20%2026.0584.04
FastVToken Ratio=40%2026.0583.8
CDPrunerToken Ratio=20%2026.0583.72
F3ARatio=60%, Backbone=InternVL3.5-38B2026.0583.7
UniWorld-v1Params=7B+12B‡2026.0583.34
FastVRatio=60%, Backbone=InternVL3.5-38B2026.0583.32
F3ARatio=40%, Backbone=InternVL3.5-38B2026.0583.28
VisionZipRatio=60%, Backbone=InternVL3.5-38B2026.0583.22
VisionZipToken Ratio=20%2026.0583.22
CDPrunerRatio=60%, Backbone=InternVL3.5-38B2026.0583.04
DivPruneRatio=60%, Backbone=InternVL3.5-38B2026.0582.72
FastVRatio=40%, Backbone=InternVL3.5-38B2026.0582.53
DivPruneToken Ratio=20%2026.0582.41
CDPrunerRatio=40%, Backbone=InternVL3.5-38B2026.0582.36
DivPruneRatio=40%, Backbone=InternVL3.5-38B2026.0582.36
VisionZipRatio=40%, Backbone=InternVL3.5-38B2026.0581.83
Qwen2.5-VL-7BRatio=100%, Backbone=Qwen2.5-VL-7B2026.0581.66
SGT-BAGELParams=7B+7B‡2026.0581.54
F3ARatio=60%, Backbone=Qwen2.5-VL-7B2026.0581.25
CDPrunerRatio=60%, Backbone=Qwen2.5-VL-7B2026.0581.01
F3ARatio=20%, Backbone=InternVL3.5-38B2026.0580.87
FastVRatio=60%, Backbone=Qwen2.5-VL-7B2026.0580.84
DivPruneRatio=60%, Backbone=Qwen2.5-VL-7B2026.0580.84
F3ARatio=40%, Backbone=Qwen2.5-VL-7B2026.0580.7
BAGELParams=7B+7B‡2026.0580.45
DivPruneRatio=40%, Backbone=Qwen2.5-VL-7B2026.0580.19
FastVRatio=20%, Backbone=InternVL3.5-38B2026.0580.12
CDPrunerRatio=40%, Backbone=Qwen2.5-VL-7B2026.0580.03
FastVRatio=40%, Backbone=Qwen2.5-VL-7B2026.0580.03
DivPruneRatio=20%, Backbone=InternVL3.5-38B2026.0579.84
CDPrunerRatio=20%, Backbone=InternVL3.5-38B2026.0579.42
VisionZipRatio=20%, Backbone=InternVL3.5-38B2026.0579.3
VisionZipRatio=60%, Backbone=Qwen2.5-VL-7B2026.0579.27
VisionZipRatio=40%, Backbone=Qwen2.5-VL-7B2026.0579.22
ActiveScopeModel=Qwen3-VL 4B2026.0679
SGT-Gen2Params=3B+4B‡2026.0578.85
ZoomEyeModel=Qwen3-VL 4B2026.0678.66
F3ARatio=20%, Backbone=Qwen2.5-VL-7B2026.0578.48
RegularModel=Qwen3-VL 4B2026.0678.14
VisionZipRatio=20%, Backbone=Qwen2.5-VL-7B2026.0577.99
CDPrunerRatio=20%, Backbone=Qwen2.5-VL-7B2026.0577.58
OmniGen2Params=3B+4B‡2026.0577.52
DivPruneRatio=20%, Backbone=Qwen2.5-VL-7B2026.0577.41
FastVToken Ratio=20%2026.0577.41
FastVRatio=20%, Backbone=Qwen2.5-VL-7B2026.0575.13
UniMRGParams=3.6B2026.0573.9
Janus-ProParams=7B2026.0571.03
OpenUniParams=2B2026.0566.69
UniLIPParams=2B2026.0565.55
HarmonParams=1.5B2026.0560.88
Show-o512Params=1.3B2026.0554.26