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Benchmarks
Knowledge-Based Visual Question Answering on E-VQA All
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45.8
Accuracy
DBAgent (SFT: E-VQA)
10.648
19.774
28.9
38.026
Apr 8, 2026
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy
DBAgent (SFT: E-VQA)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
45.8
DBAgent (SFT: Mixed)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
45.2
DBAgent (SFT: InfoSeek)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
44.3
VLM-PRF
LLM=InternVL3-8B, Retr...
2026.04
39.2
ReflectiVA
LLM=Qwen2.5-VL-7B, Ret...
2026.04
36.8
VLM-PRF
LLM=Qwen2.5-VL-7B, Ret...
2026.04
36
ReflectVA
LLM=LLaMA-3.1-8B, Retr...
2026.04
29.2
GPT-4V
LLM=GPT-4V, Retriever=–
2026.04
28.1
DBAgent (w/o SFT)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
23.9
Qwen2.5-VL-7B (Base)
LLM=Qwen2.5-VL-7B (Bas...
2026.04
20.3
RORA-VLM
LLM=LLaVA-v1.5-7B, Ret...
2026.04
20.3
Wiki-LLaVA
LLM=LLaVA-v1.5-7B, Ret...
2026.04
20.3
LLaVA-v1.5
LLM=Vicuna-7B, Retriev...
2026.04
16.9
BLIP-2
LLM=Flan-T5XL, Retriev...
2026.04
12.4
InstructBLIP
LLM=Flan-T5XL, Retriev...
2026.04
12
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