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Benchmarks
Long-context Multi-modal Understanding on MM-NIAH 128K
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57.83
Retrieval Score
MMProLong
1.2748
15.9574
30.64
45.3226
May 13, 2026
Retrieval Score
Count Score
Reasoning Score
Average Score
Updated 20d ago
Evaluation Results
Method
Method
Links
Retrieval Score
Count Score
Reasoning Score
Average Score
MMProLong
2026.05
57.83
8.67
60.33
42.28
InternVL3-8B
2026.05
52.33
7.33
50
36.56
Gemma3-12B
2026.05
48.83
19.67
33.75
34.08
Gemma3-4B
2026.05
29.83
1.83
28.75
20.14
Qwen2.5-VL-7B
2026.05
11.33
16.33
8.83
12.17
InternVL3.5-8B
2026.05
3.45
0
2.27
1.91
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