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Video Understanding on LongVideoBench, MLVU, and VideoMME Aggregate

65.7Average Score

InternVL3-8B + LiteFrame

37.51644.83352.1559.467Dec 7, 2025Jan 2, 2026Jan 29, 2026Feb 25, 2026Mar 24, 2026Apr 20, 2026May 17, 2026
Updated 15d ago

Evaluation Results

MethodLinks
2026.05
65.7-
2026.05
65.3-
2026.05
63.7-
2026.05
62.9-
2026.05
62.2-
2026.05
61.1-
2026.05
59.5-
2026.05
59.5-
2026.05
59-
2026.02
56.4100
2026.02
55.898.9
2026.02
55.6100
2026.02
55.398.1
2026.02
55.197.7
2026.02
5597.5
2026.02
5597.5
2026.02
54.997.2
2026.02
54.796.9
2026.02
54.796.9
2026.02
54.696.8
2026.02
54.696.7
2025.12
54.4100.6
2026.02
54.396.3
2025.12
54.3100.4
2026.02
54.296.1
2026.02
54.297.5
2026.02
54.195.8
2025.12
54.1100
2026.02
53.995.5
2026.02
53.997
2026.02
53.996.9
2025.12
53.999.6
2025.12
53.899.4
2025.12
53.899.4
2026.02
53.796.5
2025.12
53.598.9
2025.12
53.598.9
2025.12
53.498.7
2026.02
53.394.5
2025.12
53.398.5
2026.02
53.294.3
2026.02
53.195.5
2025.12
5398
2026.02
52.993.8
2026.02
52.995.1
2025.12
52.997.8
2025.12
52.797.4
2026.02
52.694.6
2026.02
52.594.4
2025.12
52.597
2026.02
52.494.2
2026.02
52.494.3
2026.02
52.392.7
2026.02
52.394.1
2026.02
52.293.8
2026.02
52.192.3
2026.02
5293.4
2026.02
51.891.8
2025.12
51.895.7
2026.02
51.792.9
2026.02
51.692.7
2025.12
51.695.4
2025.12
51.695.4
2026.02
51.592.5
2026.02
51.392.3
2025.12
51.194.5
2025.12
51.194.5
2026.02
5191.6
2026.02
50.590.9
2026.02
50.290.2
2026.02
50.188.8
2026.02
50.190.1
2026.02
49.888.3
2026.02
49.287.2
2025.12
49.190.8
2025.12
48.990.4
2025.12
48.890.2
2025.12
48.489.5
2026.02
48.286.7
2026.02
46.181.6
2025.12
45.584.1
2025.12
45.183.4
2026.02
44.479.9
2025.12
38.671.3