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Benchmarks
Long Video Understanding on VNBench (test)
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0.827
Retrieval Score
Video-XL+TiFRe
0.22796
0.38348
0.539
0.69452
Feb 9, 2026
Retrieval Score
Ordering Score
Counting Score
Average Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Retrieval Score
Ordering Score
Counting Score
Average Score
Video-XL+TiFRe
LLM=OpenPangu-7B, Fram...
2026.02
0.827
81.6
0.269
0.637
Video-XL+TiFRe
LLM=Qwen2.5-7B-Instruc...
2026.02
0.82
79.1
0.267
0.626
Video-XL
LLM=not specified, Fra...
2026.02
0.8
80.6
0.24
0.616
ST-LLM
LLM=not specified, Fra...
2026.02
0.513
0
0.167
0.227
LLaVA-NeXT-Video
LLM=not specified, Fra...
2026.02
0.442
0.4
0.155
0.201
VideoChat2
LLM=not specified, Fra...
2026.02
0.327
0.4
0.155
0.201
LLaMA-VID
LLM=not specified, Fra...
2026.02
0.251
0.2
0.071
0.108
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