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Fine-grained perception on InfoVQA

82.7ScoreTeacher
69.773.07576.4579.825May 16, 2026

Evaluation results

MethodLinks
TeacherMethod ID=C0, Distillation Strategy=Teacher, Training Stage=Before SFT+DPO2026.0582.7
TeacherPipeline Stage=C0, Post-training=SFT+DPO2026.0582.7
HEEDPipeline Stage=C4+, Post-training=SFT+DPO2026.0582.4
RSAPipeline Stage=C3+, Post-training=SFT+DPO2026.0579.4
HEEDMethod ID=C4, Distillation Strategy=HEED, Training Stage=Before SFT+DPO2026.0577.6
HSAPipeline Stage=C2+, Post-training=SFT+DPO2026.0577.5
KDPipeline Stage=C1+, Post-training=SFT+DPO2026.0575.7
RSAMethod ID=C3, Distillation Strategy=RSA, Training Stage=Before SFT+DPO2026.0574.5
HSAMethod ID=C2, Distillation Strategy=HSA, Training Stage=Before SFT+DPO2026.0574.4
KDMethod ID=C1, Distillation Strategy=KD, Training Stage=Before SFT+DPO2026.0570.2