Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multimodal Research on In-house 2
Loading...
37.7
Accuracy
MIA
3.692
12.521
21.35
30.179
Apr 6, 2026
Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Accuracy
MIA
Agent Type=Memory-base...
2026.04
37.7
Unsupervised MIA
Agent Type=Memory-base...
2026.04
31.1
Memento
Agent Type=Memory-base...
2026.04
30.7
ReasoningBank
Agent Type=Memory-base...
2026.04
29.3
ExpeL
Agent Type=Memory-base...
2026.04
28.3
No Memory
Agent Type=Memory-base...
2026.04
26.9
Qwen2.5-VL-32B+ReACT
Agent Type=Search Agent
2026.04
26.5
Gemini-3-Flash
Agent Type=Direct Answer
2026.04
25.5
RAG
Agent Type=Memory-base...
2026.04
25.5
A-Mem
Agent Type=Memory-base...
2026.04
24.2
Mem0
Agent Type=Memory-base...
2026.04
23.2
GPT-5.4
Agent Type=Direct Answer
2026.04
23
MMSearch-R1
Agent Type=Search Agent
2026.04
21.8
Gemini-2.5-Pro
Agent Type=Direct Answer
2026.04
19.6
Qwen2.5-VL-7B+ReACT
Agent Type=Search Agent
2026.04
17.8
GPT-4o
Agent Type=Direct Answer
2026.04
17.2
Qwen2.5-VL-32B
Agent Type=Direct Answer
2026.04
6.7
Qwen2.5-VL-7B
Agent Type=Direct Answer
2026.04
5
Feedback
Search any
task
Search any
task