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Benchmarks
Cross-video Understanding on XVBench
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37.1
Accuracy
VimRAG
6.316
14.308
22.3
30.292
Feb 13, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
VimRAG
Backbone=Qwen3-VL-8B-I...
2026.02
37.1
VimRAG
Backbone=Qwen3-VL-4B-I...
2026.02
34.2
Mem1
Backbone=Qwen3-VL-8B-I...
2026.02
32.2
Mem1
Backbone=Qwen3-VL-4B-I...
2026.02
31.9
VideoRAG
Backbone=Qwen3-VL-8B-I...
2026.02
30.7
VideoRAG
Backbone=Qwen3-VL-4B-I...
2026.02
29.8
Vanilla RAG
Backbone=Qwen3-VL-8B-I...
2026.02
29.7
Vanilla RAG
Backbone=Qwen3-VL-4B-I...
2026.02
27.2
MemAgent
Backbone=Qwen3-VL-8B-I...
2026.02
26.9
MemAgent
Backbone=Qwen3-VL-4B-I...
2026.02
24.4
ReAct
Backbone=Qwen3-VL-8B-I...
2026.02
24
ReAct
Backbone=Qwen3-VL-4B-I...
2026.02
21.3
UniversalRAG
Backbone=Qwen3-VL-8B-I...
2026.02
9.6
UniversalRAG
Backbone=Qwen3-VL-4B-I...
2026.02
7.5
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