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Visual Question Answering on OKVQA (VQA accuracy)

59.57VQA Accuracy

TPC

Updated 18d ago

Evaluation Results

Method	Links
TPC 2026.07		59.57
CLIP 2025.02		59.04
Patch-Aligned Training 2026.07		58.3
Adv-W2S 2026.07		56.8
Robust-LLaVA4_G 2025.02		54.88
FARE4 2025.02		54.64
FARE 2026.07		54.1
ImageNet Std ViT-L 2025.02		53.64
LLaVA1.5 (Regular) 2026.07		53.4
Sim-CLIP4 2025.02		53.04
VL-SAE 2026.07		53
PMG-AFT 2026.07		52.6
TGA-ZSR 2026.07		52
VCD 2026.07		51.9
TeCoA 2026.07		51.8
Robust-LLaVA4_G 2025.02		49.68
ImageNet Robust ViT-B 2025.02		44.96
Robust-LLaVA4_G 2025.02		43.76
ImageNet Robust ViT-B 2025.02		39.36
Sim-CLIP4 2025.02		36.2
Robust-LLaVA4_G 2025.02		34.04
FARE4 2025.02		32.32
ImageNet Robust ViT-B 2025.02		31.92
Sim-CLIP4 2025.02		30.88
FARE4 2025.02		29.88
FARE4 2025.02		24.52
ImageNet Robust ViT-B 2025.02		23.48
Sim-CLIP4 2025.02		22.96
CLIP 2025.02		16.64
CLIP 2025.02		13.88
CLIP 2025.02		11.56
ImageNet Std ViT-L 2025.02		11.16
ImageNet Std ViT-L 2025.02		8.52
ImageNet Std ViT-L 2025.02		6.36