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Benchmarks
Video-to-Text Temporal Grounding Generation on ChronusAV
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68.4
R@0.5
PadCaptioner
-0.656
17.272
35.2
53.128
Jul 3, 2026
R@0.5
R@0.7
BLEU-4
ROUGE-L
METEOR
CIDEr
Updated 18d ago
Evaluation Results
Method
Method
Links
R@0.5
R@0.7
BLEU-4
ROUGE-L
METEOR
CIDEr
PadCaptioner
Model Parameters=3B
2026.07
68.4
48.7
-
-
-
-
ChronusOmni
Model Parameters=7B
2026.07
63.2
46
-
-
-
-
Qwen3-Omni
Model Parameters=30B-A3B
2026.07
37.9
21.8
-
-
-
-
ARC-HY-Video
Model Parameters=7B
2026.07
36.1
23.2
-
-
-
-
AVicuna
Model Parameters=7B
2026.07
10.8
4.7
-
-
-
-
LongVALE-LLM
Model Parameters=7B
2026.07
9.5
3.7
-
-
-
-
Qwen2.5-Omni
Model Parameters=7B
2026.07
7.1
3
-
-
-
-
Ola
Model Parameters=7B
2026.07
5.8
2.7
-
-
-
-
VideoLLaMA
Model Parameters=7B
2026.07
2
0.8
-
-
-
-
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