Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
End-to-end Question Answering on InfoVQA (test)
Loading...
60.91
EM
LILaC (w/ MM-Embed)
49.6884
52.6017
55.515
58.4283
Feb 4, 2026
EM
F1
Updated 3d ago
Evaluation Results
Method
Method
Links
EM
F1
LILaC (w/ MM-Embed)
MLLM=Qwen2.5-VL 7B, In...
2026.02
60.91
62.87
NV-Embed-v2
MLLM=Qwen2.5-VL 7B, In...
2026.02
60.72
63.4
VisRAG-Ret
MLLM=Qwen2.5-VL 7B, In...
2026.02
60.16
61.93
ColPali
MLLM=Qwen2.5-VL 7B, In...
2026.02
58.07
60.38
LILaC (w/ UniME)
MLLM=Qwen2.5-VL 7B, In...
2026.02
53.39
56.86
VisRAG-Ret
MLLM=MiniCPM V2.6, In-...
2026.02
50.83
57.55
LILaC (w/ mmE5)
MLLM=Qwen2.5-VL 7B, In...
2026.02
50.12
53.12
Feedback
Search any
task
Search any
task