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Text-based Visual Question Answering on TextVQA VQAT (Accuracy)

69.74Accuracy

RADIO2.5

Updated 5d ago

Evaluation Results

Method	Links
RADIO2.5 2025.01		69.74	-
LEO 2025.01		68.8	-
Vanilla 2025.05		64.9	-
Vanilla 2026.05		61.3	100
MoB (with η-prior) 2025.05		60.2	-
OccamToken 2026.05		60.1	98.8
MustDrop 2025.05		59.9	-
MoVE-KD-v1.1 2025.01		59.6	-
OccamToken 2026.05		59.6	97.9
DART 2025.05		58.7	-
VisionZip 2026.05		58.7	97.1
MoB (+ η-prior) 2025.05		58.5	-
SparseVLM 2025.05		58.4	-
Vanilla 2025.05		58.2	-
MoB (w/o η-prior) 2025.05		58.2	-
Vanilla 2026.04		58.2	100
MoB (+ η-prior) 2025.05		57.8	-
TwigVLM 2026.04		57.8	99
MoB (w/o η-prior) 2025.05		57.5	-
DART 2025.05		57.4	-
VisionZip 2026.05		57.4	93.6
LearnPruner 2026.04		57.3	98.5
MoB (w/o η-prior) 2025.05		57	-
MoB (+ η-prior) 2025.05		57	-
VisPruner 2026.04		57	97.3
VisionZip ‡ 2026.04		57	97.3
VisionZip 2026.04		56.8	96.3
LearnPruner 2026.04		56.6	96.9
MustDrop 2025.05		56.5	-
FasterVLM 2025.05		56.5	-
DART 2025.05		56.4	-
RADIO 2025.01		56.32	-
MustDrop 2025.05		56.3	-
DART 2026.04		56.3	95.4
SparseVLM 2025.05		56.1	-
DivPrune 2026.04		56.1	96.4
LearnPruner 2026.04		56.1	94.8
VisionZip ‡ 2026.04		56	95.1
VisPruner 2026.04		55.8	94.3
TwigVLM 2026.04		55.8	96
FastV 2025.05		55.7	-
VisionZip 2026.04		55.5	93
SparseVLM 2025.05		54.9	-
SparseVLM 2026.04		54.9	92.6
DivPrune 2026.04		54.7	93.9
DART 2026.04		54.7	91.9
DART 2025.05		54.4	-
MustDrop 2025.05		54.2	-
VisPruner 2026.04		53.9	89.7
VisionZip 2026.04		53.1	87.8
DivPrune 2026.04		52.9	90.5
FastV 2025.05		52.5	-
DART 2026.04		52.2	88
SparseVLM 2025.05		51.8	-
SparseVLM 2026.04		51.8	85.6
FastV 2025.05		50.6	-
FastV 2026.04		50.6	82.1
FastV 2025.05		47.8	-
FastV 2026.04		47.8	71.4
SparseVLM 2026.04		46.1	77.5
FastV 2026.04		42.5	58.6