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Knowledge / General QA on MME

2,318ScoreInternVL3.5-20B-A4B
1,9022,0102,1182,226Dec 22, 2025Dec 27, 2025Jan 1, 2026Jan 6, 2026Jan 11, 2026Jan 16, 2026Jan 21, 2026

Evaluation results

MethodLinks
InternVL3.5-20B-A4BSize=20B-A4B2026.012,318
Qwen2.5-VL 3B (reproduced)Res.=≤ 896²2025.122,249
1.7B K^8_{0.5}Size=18B-A3B, Sparsity Configuration=K=8, alpha=0.52026.012,237
1.7B K^4_{1.0}Size=18B-A3B, Sparsity Configuration=K=4, alpha=1.02026.012,221
Isaac 0.2Size=2B2026.012,092
CASA⊕ Qwen2.5-VLRes.=≤ 896²2025.121,918