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Visual Question Answering on E-VQA (test)

84.03Accuracy

MAD-RAG

Updated 4d ago

Evaluation Results

Method	Links
MAD-RAG 2026.01		84.03
MAD-RAG 2026.01		83.84
MAD-RAG 2026.01		83.31
ALFAR 2026.01		82.4
Vanilla RAG 2026.01		82.21
MAD-RAG 2026.01		80.11
CAD 2026.01		77.89
Vanilla RAG 2026.01		77.6
ALFAR 2026.01		75.97
AdaCAD 2026.01		75.65
Vanilla RAG 2026.01		75.63
DoLA 2026.01		75.5
Vanilla RAG 2026.01		75.49
VCD 2026.01		74.99
CAD 2026.01		74.11
AdaCAD 2026.01		73.04
DoLA 2026.01		72.4
VCD 2026.01		71.57
MAD-RAG 2026.01		69.07
VHR 2026.01		63.52
MAD-RAG 2026.01		63.09
Vanilla RAG 2026.01		61.23
ALFAR 2026.01		60.36
CAD 2026.01		60.19
AdaCAD 2026.01		59.47
VHR 2026.01		58.88
VHR 2026.01		58.67
DoLA 2026.01		58.21
V-Retrver-7B 2026.02		58
SPIN 2026.01		57.95
VCD 2026.01		57.92
OPERA 2026.01		57.47
LamRA-7B 2026.02		56.2
CAD 2026.01		54.88
AdaCAD 2026.01		54.69
RA-VQAv2 w/ PreFLMR 2026.02		54.5
Vanilla RAG 2026.01		53.89
ALFAR 2026.01		53.2
VCD 2026.01		53.2
VHR 2026.01		53.04
DoLA 2026.01		51.01
OMGM 2025.05		50.17
OMGM 2025.05		49.94
OMGM 2025.05		48.72
SPIN 2026.01		48.72
OPERA 2026.01		48.56
EchoSight 2025.05		41.8
ReflectiVA 2025.05		35.5
Closed-book 2026.01		27.01
Closed-book (parametric) 2026.01		25.15
Closed-book 2026.01		23.04
Closed-book (parametric) 2026.01		22.93
Wiki-LLaVA 2025.05		21.8
RORA-VLM 2025.05		20.29
Closed-book (parametric) 2026.01		18.8
Closed-book (parametric) 2026.01		17.57