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ResearchFormerly WizWand

Mathematical Reasoning on We-Math mini (test)

86.4AccuracyPRISM + GRPO
33.46447.20760.9574.693Oct 14, 2025Nov 16, 2025Dec 19, 2025Jan 21, 2026Feb 23, 2026Mar 28, 2026Apr 30, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PRISM + GRPOBase Model=Qwen3-VL-8B2026.0486.4
PRISM + DAPOBase Model=Qwen3-VL-8B2026.0486.2
PRISM + GSPOBase Model=Qwen3-VL-8B2026.0485.9
+ DAPOBase Model=Qwen3-VL-8B2026.0484.3
PRISM + DAPOBase Model=Qwen3-VL-4B2026.0483.9
PRISM + GRPOBase Model=Qwen3-VL-4B2026.0482.9
PRISM + GSPOBase Model=Qwen3-VL-4B2026.0482.3
+ GSPOBase Model=Qwen3-VL-8B2026.0480.8
+ GRPOBase Model=Qwen3-VL-8B2026.0479.7
+ GSPOBase Model=Qwen3-VL-4B2026.0478.4
+ GRPOBase Model=Qwen3-VL-4B2026.0477.8
+ DAPOBase Model=Qwen3-VL-4B2026.0477.2
+ SFTBase Model=Qwen3-VL-8B2026.0473.4
PRISMBase Model=Qwen3-VL-8B2026.0473.1
InstructBase Model=Qwen3-VL-8B2026.0471.7
InstructBase Model=Qwen3-VL-4B2026.0470.7
+ SFTBase Model=Qwen3-VL-4B2026.0470.6
PRISMBase Model=Qwen3-VL-4B2026.0467.5
PLM-HoneyBee-8BModel scale=7B-8B2025.1066.1
Qwen2.5-VL-7B-InstructModel scale=7B-8B2025.1061.1
PLM-HoneyBee-3BModel scale=3B-4B2025.1059.3
InternVL-2.5-8BModel scale=7B-8B2025.1056.6
InternVL-3-8B-InstructModel scale=7B-8B2025.1055.7
InternVL-2.5-4BModel scale=3B-4B2025.1055.6
PLM-HoneyBee-1BModel scale=1B2025.1050.6
Qwen2.5-VL-3B-InstructModel scale=3B-4B2025.1049.2
PLM-8BModel scale=7B-8B2025.1047.9
PLM-3BModel scale=3B-4B2025.1046.1
InternVL-2.5-1BModel scale=1B2025.1038.7
InternVL-3-1B-InstructModel scale=1B2025.1037.5
PLM-1BModel scale=1B2025.1035.5