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ResearchFormerly WizWand

Overall Performance on Average across all benchmarks

70.3Average ScoreAR-OPD
31.09241.27151.4561.629Dec 6, 2025Jan 5, 2026Feb 5, 2026Mar 8, 2026Apr 8, 2026May 9, 2026Jun 9, 2026
Updated 4mo ago

Evaluation results

MethodLinks
AR-OPD2026.0670.3
Full OPD2026.0667.9
Partial OPD2026.0665.2
SFT2026.0662.4
LaVerVisual Encoder Model=Qwen-ViT2025.1259.94
Base2026.0658.2
BaselineVisual Encoder Model=Qwen-ViT2025.1257.96
LaVerVisual Encoder Model=SigLIP22025.1257.87
LaVerVisual Encoder Model=AIMv22025.1255.86
BaselineVisual Encoder Model=SigLIP22025.1255.72
BaselineVisual Encoder Model=AIMv22025.1254.7
LaVerVisual Encoder Model=CLIP2025.1253.24
DSRMidtraining Schedule=DSR2026.0551.46
BaselineVisual Encoder Model=CLIP2025.1250.58
WSDMidtraining Schedule=WSD2026.0549.76
LaVerVisual Encoder Model=DINOv22025.1249.23
Unified 15B MoEMidtraining Corpus=1k→8k2026.0549.07
Cosine-decayMidtraining Schedule=Cos2026.0548.48
BaselineVisual Encoder Model=DINOv22025.1247.92
Unified 15B MoEMidtraining Corpus=4k→8k2026.0547.71
Unified 15B MoEMidtraining Corpus=4k2026.0546.68
LaVerVisual Encoder Model=MLP + Qwen 2.52025.1237.74
BaselineVisual Encoder Model=MLP + Qwen 2.52025.1236.37
Unified 15B MoEPretraining Corpus=4k→8k2026.0533.79
Unified 15B MoEPretraining Corpus=1k→8k2026.0533.24
Unified 15B MoEPretraining Corpus=4k2026.0532.6