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Benchmarks
Image-based Question Answering on WebQA
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53.9
Accuracy
VimRAG
38.716
42.658
46.6
50.542
Feb 13, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
VimRAG
Backbone=Qwen3-VL-8B-I...
2026.02
53.9
Vanilla RAG
Backbone=Qwen3-VL-8B-I...
2026.02
48.1
VimRAG
Backbone=Qwen3-VL-4B-I...
2026.02
47.6
MemAgent
Backbone=Qwen3-VL-8B-I...
2026.02
47.1
MemAgent
Backbone=Qwen3-VL-4B-I...
2026.02
46.5
UniversalRAG
Backbone=Qwen3-VL-8B-I...
2026.02
45.8
Vanilla RAG
Backbone=Qwen3-VL-4B-I...
2026.02
45.3
Mem1
Backbone=Qwen3-VL-8B-I...
2026.02
44.5
Mem1
Backbone=Qwen3-VL-4B-I...
2026.02
44.1
VideoRAG
Backbone=Qwen3-VL-8B-I...
2026.02
42.1
VideoRAG
Backbone=Qwen3-VL-4B-I...
2026.02
41.8
UniversalRAG
Backbone=Qwen3-VL-4B-I...
2026.02
41.2
ReAct
Backbone=Qwen3-VL-8B-I...
2026.02
40
ReAct
Backbone=Qwen3-VL-4B-I...
2026.02
39.3
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