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Knowledge-based Visual Question Answering on OKVQA

0.661Accuracy

PaLM-E(562B)

Updated 3d ago

Evaluation Results

Method	Links
PaLM-E(562B) 2023.05		0.661
Task Arithmetic 2025.03		0.6387
DARE-Linear 2025.03		0.6347
AdaMMS 2025.03		0.6313
Ties-Merging 2025.03		0.6292
MetaGPT 2025.03		0.6288
InstructBLIP 2023.05		0.621
LLaVA-HR-X 2024.03		0.615
UNIT 2024.09		0.615
SigLIP 2024.09		0.611
mPLUG-Owl2(base) 2025.03		0.6098
LLaVA-HR 2024.03		0.607
Fuyu-8B 2024.03		0.606
DualPD 2026.01		0.6045
SETOKIM 2024.06		0.602
DoLA 2026.01		0.602
Qwen-2.5-VL-7B 2026.01		0.5942
BLIP-2 2023.05		0.593
LLaVA-HR 2024.03		0.589
DARE-Ties 2025.03		0.5808
mPLUG-Owl2 2024.03		0.577
CLIP-L 2024.09		0.57
Qwen-VL-Chat 2024.03		0.566
DualPD 2026.01		0.5574
InstructBLIP 2023.05		0.555
DualPD 2026.01		0.5504
LLaVA-1.6-13B 2026.01		0.55
DoLA 2026.01		0.5498
BLIP-2 2023.05		0.547
CD 2026.01		0.5467
LaVIT 2024.06		0.546
DoLA 2026.01		0.5352
LLaVA 2025.03		0.5342
DualPD 2026.01		0.532
DualPD 2026.01		0.53
DoLA 2026.01		0.529
DualPD 2026.01		0.5274
LLaVA-1.5-13B 2026.01		0.525
LLaVA-1.6-7B 2026.01		0.525
NEXT-GPT 2024.06		0.521
CD 2026.01		0.521
DoLA 2026.01		0.5192
LLaVA-1.5-7B 2026.01		0.516
CD 2026.01		0.5021
DoLA 2026.01		0.4936
Qwen-2-VL-7B 2026.01		0.482
BLIP-2 2024.03		0.459
IDEFICS-80B 2024.03		0.452
InstructBLIP 2024.03		0.448
Emu 2024.06		0.434
IDEFICS-9B 2024.03		0.384
CM3Leon 2024.06		0.238