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Multi-modal Understanding on MMMU Pro (Overall)

53.3Score

PRISM + GRPO

Updated 1mo ago

Evaluation Results

Method	Links
PRISM + GRPO 2026.04		53.3
PRISM + GSPO 2026.04		52.7
PRISM + DAPO 2026.04		52.4
Instruct 2026.04		52.3
PRISM + GSPO 2026.04		51.1
PRISM + DAPO 2026.04		50.4
PRISM + GRPO 2026.04		49.7
+ DAPO 2026.04		49
+ GRPO 2026.04		48.8
+ DAPO 2026.04		48
+ GSPO 2026.04		47.8
+ GRPO 2026.04		47.3
+ GSPO 2026.04		45.6
Instruct 2026.04		45.1
PRISM 2026.04		43.4
+ SFT 2026.04		42.9
+ SFT 2026.04		42.8
PRISM 2026.04		42.8
Vanilla 2024.12		38.3
SparseVLM 2024.12		38.3
VisionZip 2024.12		38.2
iLLaVA 2024.12		38.1
PyramidDrop 2024.12		37.8
iLLaVA 2024.12		37.8
FasterVLM 2024.12		37.7
VisionZip 2024.12		37.5
SparseVLM 2024.12		36.6
iLLaVA 2024.12		36.6
FasterVLM 2024.12		36.5
PyramidDrop 2024.12		36.4
FasterVLM 2024.12		36.4
SparseVLM 2024.12		36.2
VisionZip 2024.12		35.9
PyramidDrop 2024.12		34