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Benchmarks
Video Corpus Understanding on WikiHowQA
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29.7
Accuracy
VimRAG
2.244
9.372
16.5
23.628
Feb 13, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
VimRAG
Backbone=Qwen3-VL-8B-I...
2026.02
29.7
VideoRAG
Backbone=Qwen3-VL-8B-I...
2026.02
25.7
MemAgent
Backbone=Qwen3-VL-8B-I...
2026.02
23.1
ReAct
Backbone=Qwen3-VL-8B-I...
2026.02
23
VimRAG
Backbone=Qwen3-VL-4B-I...
2026.02
21.8
VideoRAG
Backbone=Qwen3-VL-4B-I...
2026.02
20.1
Mem1
Backbone=Qwen3-VL-8B-I...
2026.02
19.9
MemAgent
Backbone=Qwen3-VL-4B-I...
2026.02
19.2
Vanilla RAG
Backbone=Qwen3-VL-8B-I...
2026.02
15.7
Mem1
Backbone=Qwen3-VL-4B-I...
2026.02
14.3
ReAct
Backbone=Qwen3-VL-4B-I...
2026.02
14.1
UniversalRAG
Backbone=Qwen3-VL-8B-I...
2026.02
12
Vanilla RAG
Backbone=Qwen3-VL-4B-I...
2026.02
11
UniversalRAG
Backbone=Qwen3-VL-4B-I...
2026.02
3.3
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