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Benchmarks
Long-video understanding on LongVideoBench (LVB) (test)
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67.1
LVB Score
InternVL3.5-241B-A28B
47.236
52.393
57.55
62.707
Mar 17, 2026
LVB Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
LVB Score
InternVL3.5-241B-A28B
Frames=–
2026.03
67.1
Qwen3-VL-8B-Thinking + FrameRepeat
Frames=128+8
2026.03
65.4
Qwen3-VL-8B-Thinking + CLIP-K
Frames=128+8
2026.03
64
Qwen3-VL-8B-Thinking + Bottom-K
Frames=128+8
2026.03
63.5
Qwen3-VL-8B-Thinking + Random-K
Frames=128+8
2026.03
63.3
Qwen3-VL-8B-Thinking
Frames=128
2026.03
62.1
Qwen3-VL-8B-Thinking + FrameRepeat
Frames=64+4
2026.03
61.5
Qwen2.5-VL-72B
Frames=768
2026.03
60.7
Qwen3-VL-8B-Thinking + CLIP-K
Frames=64+4
2026.03
60.3
Qwen3-VL-8B-Thinking
Frames=64
2026.03
59.2
Qwen3-VL-8B-Thinking + Random-K
Frames=64+4
2026.03
58.9
Qwen3-VL-8B-Thinking + Bottom-K
Frames=64+4
2026.03
58.5
Qwen2.5-VL-7B-Instruct + FrameRepeat
Frames=128+8
2026.03
55.1
Qwen2.5-VL-7B-Instruct + CLIP-K
Frames=128+8
2026.03
53.2
Qwen2.5-VL-7B-Instruct + Random-K
Frames=128+8
2026.03
53
Qwen2.5-VL-7B-Instruct + Bottom-K
Frames=128+8
2026.03
52.8
Qwen2.5-VL-7B-Instruct
Frames=128
2026.03
51.4
Qwen2.5-VL-7B-Instruct + FrameRepeat
Frames=64+4
2026.03
50.8
Qwen2.5-VL-7B-Instruct + CLIP-K
Frames=64+4
2026.03
49.6
Qwen2.5-VL-7B-Instruct + Bottom-K
Frames=64+4
2026.03
48.9
Qwen2.5-VL-7B-Instruct + Random-K
Frames=64+4
2026.03
48.7
Qwen2.5-VL-7B-Instruct
Frames=64
2026.03
48
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