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Benchmarks
Knowledge-Based Visual Question Answering on InfoSeek All
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49.9
Accuracy
DBAgent (SFT: InfoSeek)
6.428
17.714
29
40.286
Apr 8, 2026
Accuracy
Updated 9d ago
Evaluation Results
Method
Method
Links
Accuracy
DBAgent (SFT: InfoSeek)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
49.9
DBAgent (SFT: Mixed)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
48.7
DBAgent (SFT: E-VQA)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
48.4
ReflectiVA
LLM=Qwen2.5-VL-7B, Ret...
2026.04
43.9
VLM-PRF
LLM=Qwen2.5-VL-7B, Ret...
2026.04
42.8
VLM-PRF
LLM=InternVL3-8B, Retr...
2026.04
42.5
ReflectVA
LLM=LLaMA-3.1-8B, Retr...
2026.04
40.1
Wiki-LLaVA
LLM=LLaVA-v1.5-7B, Ret...
2026.04
28.9
EchoSight
LLM=Mistral-7B/LLaMA-3...
2026.04
27.7
DBAgent (w/o SFT)
LLM=Qwen2.5-VL-7B, Ret...
2026.04
24.4
Qwen2.5-VL-7B (Base)
LLM=Qwen2.5-VL-7B (Bas...
2026.04
23.7
GPT-4V
LLM=GPT-4V, Retriever=–
2026.04
14.6
BLIP-2
LLM=Flan-T5XL, Retriev...
2026.04
12.5
DPR
LLM=Multi-passage BERT...
2026.04
12.4
LLaVA-v1.5
LLM=Vicuna-7B, Retriev...
2026.04
9.5
InstructBLIP
LLM=Flan-T5XL, Retriev...
2026.04
8.1
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