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Multimodal Document Question Answering on MMLongBench

48.2Accuracy

HIEVI-RAG

3.68815.24426.838.356Jan 26, 2026Feb 21, 2026Mar 20, 2026Apr 16, 2026May 13, 2026Jun 9, 2026Jul 6, 2026
Updated 18d ago

Evaluation Results

MethodLinks
2026.07
48.2
2026.01
43.2
2026.07
42.1
2026.07
41
2026.07
39.2
2026.07
38.5
2026.07
36.2
2026.01
35
2026.01
33.8
2026.07
33.8
2026.02
33.4
2026.02
32.6
2026.02
28.1
2026.02
27.1
2026.01
20.4
2026.02
18.2
2026.01
17.6
2026.02
16.2
2026.02
16.2
2026.02
15.4
2026.02
15.2
2026.02
14.7
2026.02
13.9
2026.02
12.4
2026.02
6.6
2026.02
5.4