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Benchmarks
Long Video Understanding on LongVideoBench 23sec-60 min
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74.4
Accuracy
Seed1.5-VL
37.688
47.219
56.75
66.281
Dec 4, 2025
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Seed1.5-VL
Size=8B, Input Frames=...
2025.12
74.4
GPT-4o
Input Frames=>=64
2025.12
66.7
Eagle2.5
Size=8B, Input Frames=...
2025.12
66.4
VideoMem*
Size=8B, Input Frames=64
2025.12
63.3
InternVL3.5
Size=8B, Input Frames=...
2025.12
62.1
Video-XL2
Size=8B, Input Frames=...
2025.12
61
Flow4Agent
Size=7B, Input Frames=...
2025.12
60.4
VideoNSA
Size=7B, Input Frames=...
2025.12
60
VideoLLaMA3
Size=7B, Input Frames=...
2025.12
59.8
GPT-4V
Input Frames=>=64
2025.12
59.1
Qwen3-VL*
Size=8B, Input Frames=64
2025.12
59.1
Apollo
Size=7B, Input Frames=...
2025.12
58.5
LLaVA-video
Size=7B, Input Frames=...
2025.12
58.2
NVILA
Size=8B, Input Frames=...
2025.12
57.7
LLaVA-Onevision
Size=7B, Input Frames=...
2025.12
56.4
Qwen2.5-VL
Size=7B, Input Frames=...
2025.12
54.7
LLaVA-Next-Video
Size=7B, Input Frames=...
2025.12
50.5
ShareGPT4Video
Size=8B, Input Frames=...
2025.12
39.7
Video-LLaVA
Size=7B, Input Frames=...
2025.12
39.1
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