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ResearchFormerly WizWand

General Perception on SEED

77AccuracyINTERNVL3-8B + PGT
62.85666.52870.273.872May 22, 2026
Updated 5mo ago

Evaluation results

MethodLinks
INTERNVL3-8B + PGTBackbone=INTERNVL3-8B, Data=PGT-augmented2026.0577
QWEN2.5-VL-7B + SPECIALIZED MIXBackbone=QWEN2.5-VL-7B, Data=Specialized Mix2026.0576.6
INTERNVL3-8BBackbone=INTERNVL3-8B2026.0576.4
QWEN2.5-VL-7BBackbone=QWEN2.5-VL-7B2026.0576.4
QWEN2.5-VL-7B + PGTBackbone=QWEN2.5-VL-7B, Data=PGT-augmented2026.0576.4
IMAGE JIGSAWMethod=IMAGE JIGSAW2026.0575.9
QWEN2.5-VL-3B + SPECIALIZED MIXBackbone=QWEN2.5-VL-3B, Data=Specialized Mix2026.0574.4
QWEN2.5-VL-3B + PGTBackbone=QWEN2.5-VL-3B, Data=PGT-augmented2026.0574.2
QWEN2.5-VL-3BBackbone=QWEN2.5-VL-3B2026.0573.7
SPATIAL-LADDER-3BMethod=SPATIAL-LADDER-3B2026.0568.2
LLAVA-NEXT-LLAMA3-8BBackbone=LLAVA-NEXT-LLAMA3-8B2026.0568.1
LLAVA-NEXT-LLAMA3-8B + PGTBackbone=LLAVA-NEXT-LLAMA3-8B, Data=PGT-augmented2026.0567.2
LLAVA-NEXT-7B + PGTBackbone=LLAVA-NEXT-7B, Data=PGT-augmented2026.0564.3
THINKLITE-VLMethod=THINKLITE-VL2026.0564.3
LLAVA-NEXT-7BBackbone=LLAVA-NEXT-7B2026.0563.4