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Multimodal Interleaved Generation on MMIE
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56.87
Situational Analysis Score
UnifiedGRPO
38.9612
43.6106
48.26
52.9094
Mar 10, 2026
Situational Analysis Score
Project-based Learning Score
Multi-step Reasoning Score
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Situational Analysis Score
Project-based Learning Score
Multi-step Reasoning Score
Average Score
UnifiedGRPO
Params=7B
2026.03
56.87
62.28
54.31
59.5
UnifiedGRPO (QLoRA)
Params=7B
2026.03
53.12
60.34
53.28
57.27
Anole
Params=7B
2026.03
48.95
59.05
51.72
55.22
MiniGPT-5
Params=7B
2026.03
47.63
55.12
42.17
50.92
GILL
Params=7B
2026.03
46.72
57.57
39.33
51.58
EMU-2
Params=37B
2026.03
39.65
46.12
50.75
45.33
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