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Reasoning on MMMU-Pro (Accuracy)
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55.9
Accuracy (Reasoning on MMMU-Pro)
HEED
14.4144
25.1847
35.955
46.7253
May 16, 2026
May 18, 2026
May 20, 2026
May 22, 2026
May 24, 2026
May 26, 2026
May 28, 2026
Accuracy (Reasoning on MMMU-Pro)
Updated 5d ago
Evaluation Results
Method
Method
Links
Accuracy (Reasoning on MMMU-Pro)
HEED
Pipeline Stage=C4+, Po...
2026.05
55.9
Teacher
Pipeline Stage=C0, Pos...
2026.05
55.2
RSA
Pipeline Stage=C3+, Po...
2026.05
54.5
HSA
Pipeline Stage=C2+, Po...
2026.05
53.3
KD
Pipeline Stage=C1+, Po...
2026.05
52.4
LoMo
Model=Qwen3.5-9B, Eval...
2026.05
46.18
LoMo
Model=Qwen3.5-9B, Eval...
2026.05
45.29
Standard SFT
Model=Qwen3.5-9B, Eval...
2026.05
39.83
LoMo
Model=LLaVA-OV1.5-8B,...
2026.05
36.36
Standard SFT
Model=LLaVA-OV1.5-8B,...
2026.05
35.24
Standard SFT
Model=Qwen3.5-9B, Eval...
2026.05
33.06
LoMo
Model=LLaVA-OV1.5-8B,...
2026.05
27.59
Standard SFT
Model=LLaVA-OV1.5-8B,...
2026.05
16.01
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